diff --git a/src/display/editor/annotation_editor_layer.js b/src/display/editor/annotation_editor_layer.js
index f330514a4..6f39ddd7c 100644
--- a/src/display/editor/annotation_editor_layer.js
+++ b/src/display/editor/annotation_editor_layer.js
@@ -17,8 +17,6 @@
 // eslint-disable-next-line max-len
 /** @typedef {import("./tools.js").AnnotationEditorUIManager} AnnotationEditorUIManager */
 // eslint-disable-next-line max-len
-/** @typedef {import("../annotation_storage.js").AnnotationStorage} AnnotationStorage */
-// eslint-disable-next-line max-len
 /** @typedef {import("../../web/text_accessibility.js").TextAccessibilityManager} TextAccessibilityManager */
 /** @typedef {import("../../web/interfaces").IL10n} IL10n */
 
@@ -33,7 +31,6 @@ import { InkEditor } from "./ink.js";
  * @property {HTMLDivElement} div
  * @property {AnnotationEditorUIManager} uiManager
  * @property {boolean} enabled
- * @property {AnnotationStorage} annotationStorage
  * @property {TextAccessibilityManager} [accessibilityManager]
  * @property {number} pageIndex
  * @property {IL10n} l10n
@@ -73,7 +70,6 @@ class AnnotationEditorLayer {
     options.uiManager.registerEditorTypes([FreeTextEditor, InkEditor]);
 
     this.#uiManager = options.uiManager;
-    this.annotationStorage = options.annotationStorage;
     this.pageIndex = options.pageIndex;
     this.div = options.div;
     this.#accessibilityManager = options.accessibilityManager;
@@ -213,7 +209,6 @@ class AnnotationEditorLayer {
 
     this.#uiManager.removeEditor(editor);
     this.detach(editor);
-    this.annotationStorage.remove(editor.id);
     editor.div.style.display = "none";
     setTimeout(() => {
       // When the div is removed from DOM the focus can move on the
@@ -244,7 +239,6 @@ class AnnotationEditorLayer {
     }
 
     this.attach(editor);
-    editor.pageIndex = this.pageIndex;
     editor.parent?.detach(editor);
     editor.setParent(this);
     if (editor.div && editor.isAttachedToDOM) {
@@ -270,7 +264,7 @@ class AnnotationEditorLayer {
 
     this.moveEditorInDOM(editor);
     editor.onceAdded();
-    this.addToAnnotationStorage(editor);
+    this.#uiManager.addToAnnotationStorage(editor);
   }
 
   moveEditorInDOM(editor) {
@@ -282,16 +276,6 @@ class AnnotationEditorLayer {
     );
   }
 
-  /**
-   * Add an editor in the annotation storage.
-   * @param {AnnotationEditor} editor
-   */
-  addToAnnotationStorage(editor) {
-    if (!editor.isEmpty() && !this.annotationStorage.has(editor.id)) {
-      this.annotationStorage.setValue(editor.id, editor);
-    }
-  }
-
   /**
    * Add or rebuild depending if it has been removed or not.
    * @param {AnnotationEditor} editor
@@ -365,9 +349,9 @@ class AnnotationEditorLayer {
   deserialize(data) {
     switch (data.annotationType) {
       case AnnotationEditorType.FREETEXT:
-        return FreeTextEditor.deserialize(data, this);
+        return FreeTextEditor.deserialize(data, this, this.#uiManager);
       case AnnotationEditorType.INK:
-        return InkEditor.deserialize(data, this);
+        return InkEditor.deserialize(data, this, this.#uiManager);
     }
     return null;
   }
@@ -384,6 +368,7 @@ class AnnotationEditorLayer {
       id,
       x: event.offsetX,
       y: event.offsetY,
+      uiManager: this.#uiManager,
     });
     if (editor) {
       this.add(editor);
@@ -520,8 +505,8 @@ class AnnotationEditorLayer {
 
     for (const editor of this.#editors.values()) {
       this.#accessibilityManager?.removePointerInTextLayer(editor.contentDiv);
-      editor.isAttachedToDOM = false;
       editor.setParent(null);
+      editor.isAttachedToDOM = false;
       editor.div.remove();
     }
     this.div = null;
@@ -571,14 +556,6 @@ class AnnotationEditorLayer {
     this.updateMode();
   }
 
-  /**
-   * Get the scale factor from the viewport.
-   * @returns {number}
-   */
-  get scaleFactor() {
-    return this.viewport.scale;
-  }
-
   /**
    * Get page dimensions.
    * @returns {Object} dimensions.
@@ -591,11 +568,6 @@ class AnnotationEditorLayer {
     return [width, height];
   }
 
-  get viewportBaseDimensions() {
-    const { width, height, rotation } = this.viewport;
-    return rotation % 180 === 0 ? [width, height] : [height, width];
-  }
-
   /**
    * Set the dimensions of the main div.
    */
diff --git a/src/display/editor/editor.js b/src/display/editor/editor.js
index 4900ec989..19e43579b 100644
--- a/src/display/editor/editor.js
+++ b/src/display/editor/editor.js
@@ -15,12 +15,15 @@
 
 // eslint-disable-next-line max-len
 /** @typedef {import("./annotation_editor_layer.js").AnnotationEditorLayer} AnnotationEditorLayer */
+// eslint-disable-next-line max-len
+/** @typedef {import("./tools.js").AnnotationEditorUIManager} AnnotationEditorUIManager */
 
 import { bindEvents, ColorManager } from "./tools.js";
 import { FeatureTest, shadow, unreachable } from "../../shared/util.js";
 
 /**
  * @typedef {Object} AnnotationEditorParameters
+ * @property {AnnotationEditorUIManager} uiManager - the global manager
  * @property {AnnotationEditorLayer} parent - the layer containing this editor
  * @property {string} id - editor id
  * @property {number} x - x-coordinate
@@ -41,6 +44,8 @@ class AnnotationEditor {
 
   #isInEditMode = false;
 
+  _uiManager = null;
+
   #zIndex = AnnotationEditor._zIndex++;
 
   static _colorManager = new ColorManager();
@@ -61,15 +66,15 @@ class AnnotationEditor {
     this.pageIndex = parameters.parent.pageIndex;
     this.name = parameters.name;
     this.div = null;
+    this._uiManager = parameters.uiManager;
 
-    const [width, height] = this.parent.viewportBaseDimensions;
+    this.rotation = this.parent.viewport.rotation;
+    this.pageDimensions = this.parent.pageDimensions;
+    const [width, height] = this.parentDimensions;
     this.x = parameters.x / width;
     this.y = parameters.y / height;
-    this.rotation = this.parent.viewport.rotation;
 
     this.isAttachedToDOM = false;
-
-    this._serialized = undefined;
   }
 
   static get _defaultLineColor() {
@@ -80,9 +85,16 @@ class AnnotationEditor {
     );
   }
 
-  setParent(parent) {
-    this._serialized = !parent ? this.serialize() : undefined;
-    this.parent = parent;
+  /**
+   * Add some commands into the CommandManager (undo/redo stuff).
+   * @param {Object} params
+   */
+  addCommands(params) {
+    this._uiManager.addCommands(params);
+  }
+
+  get currentLayer() {
+    return this._uiManager.currentLayer;
   }
 
   /**
@@ -99,6 +111,14 @@ class AnnotationEditor {
     this.div.style.zIndex = this.#zIndex;
   }
 
+  setParent(parent) {
+    if (parent !== null) {
+      this.pageIndex = parent.pageIndex;
+      this.pageDimensions = parent.pageDimensions;
+    }
+    this.parent = parent;
+  }
+
   /**
    * onfocus callback.
    */
@@ -130,7 +150,7 @@ class AnnotationEditor {
 
     event.preventDefault();
 
-    if (!this.parent.isMultipleSelection) {
+    if (!this.parent?.isMultipleSelection) {
       this.commitOrRemove();
     }
   }
@@ -147,7 +167,11 @@ class AnnotationEditor {
    * Commit the data contained in this editor.
    */
   commit() {
-    this.parent.addToAnnotationStorage(this);
+    this.addToAnnotationStorage();
+  }
+
+  addToAnnotationStorage() {
+    this._uiManager.addToAnnotationStorage(this);
   }
 
   /**
@@ -170,7 +194,7 @@ class AnnotationEditor {
    * @param {number} ty - y-translation in screen coordinates.
    */
   setAt(x, y, tx, ty) {
-    const [width, height] = this.parent.viewportBaseDimensions;
+    const [width, height] = this.parentDimensions;
     [tx, ty] = this.screenToPageTranslation(tx, ty);
 
     this.x = (x + tx) / width;
@@ -186,7 +210,7 @@ class AnnotationEditor {
    * @param {number} y - y-translation in screen coordinates.
    */
   translate(x, y) {
-    const [width, height] = this.parent.viewportBaseDimensions;
+    const [width, height] = this.parentDimensions;
     [x, y] = this.screenToPageTranslation(x, y);
 
     this.x += x / width;
@@ -202,8 +226,7 @@ class AnnotationEditor {
    * @param {number} y
    */
   screenToPageTranslation(x, y) {
-    const { rotation } = this.parent.viewport;
-    switch (rotation) {
+    switch (this.parentRotation) {
       case 90:
         return [y, -x];
       case 180:
@@ -215,13 +238,27 @@ class AnnotationEditor {
     }
   }
 
+  get parentScale() {
+    return this._uiManager.viewParameters.realScale;
+  }
+
+  get parentRotation() {
+    return this._uiManager.viewParameters.rotation;
+  }
+
+  get parentDimensions() {
+    const { realScale } = this._uiManager.viewParameters;
+    const [pageWidth, pageHeight] = this.pageDimensions;
+    return [pageWidth * realScale, pageHeight * realScale];
+  }
+
   /**
    * Set the dimensions of this editor.
    * @param {number} width
    * @param {number} height
    */
   setDims(width, height) {
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+    const [parentWidth, parentHeight] = this.parentDimensions;
     this.div.style.width = `${(100 * width) / parentWidth}%`;
     this.div.style.height = `${(100 * height) / parentHeight}%`;
   }
@@ -235,7 +272,7 @@ class AnnotationEditor {
       return;
     }
 
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+    const [parentWidth, parentHeight] = this.parentDimensions;
     if (!widthPercent) {
       style.width = `${(100 * parseFloat(width)) / parentWidth}%`;
     }
@@ -302,10 +339,10 @@ class AnnotationEditor {
   }
 
   getRect(tx, ty) {
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
-    const [pageWidth, pageHeight] = this.parent.pageDimensions;
-    const shiftX = (pageWidth * tx) / parentWidth;
-    const shiftY = (pageHeight * ty) / parentHeight;
+    const scale = this.parentScale;
+    const [pageWidth, pageHeight] = this.pageDimensions;
+    const shiftX = tx / scale;
+    const shiftY = ty / scale;
     const x = this.x * pageWidth;
     const y = this.y * pageHeight;
     const width = this.width * pageWidth;
@@ -443,16 +480,18 @@ class AnnotationEditor {
    *
    * @param {Object} data
    * @param {AnnotationEditorLayer} parent
+   * @param {AnnotationEditorUIManager} uiManager
    * @returns {AnnotationEditor}
    */
-  static deserialize(data, parent) {
+  static deserialize(data, parent, uiManager) {
     const editor = new this.prototype.constructor({
       parent,
       id: parent.getNextId(),
+      uiManager,
     });
     editor.rotation = data.rotation;
 
-    const [pageWidth, pageHeight] = parent.pageDimensions;
+    const [pageWidth, pageHeight] = editor.pageDimensions;
     const [x, y, width, height] = editor.getRectInCurrentCoords(
       data.rect,
       pageHeight
diff --git a/src/display/editor/freetext.js b/src/display/editor/freetext.js
index 6042b9028..71b6be66c 100644
--- a/src/display/editor/freetext.js
+++ b/src/display/editor/freetext.js
@@ -153,12 +153,12 @@ class FreeTextEditor extends AnnotationEditor {
   #updateFontSize(fontSize) {
     const setFontsize = size => {
       this.editorDiv.style.fontSize = `calc(${size}px * var(--scale-factor))`;
-      this.translate(0, -(size - this.#fontSize) * this.parent.scaleFactor);
+      this.translate(0, -(size - this.#fontSize) * this.parentScale);
       this.#fontSize = size;
       this.#setEditorDimensions();
     };
     const savedFontsize = this.#fontSize;
-    this.parent.addCommands({
+    this.addCommands({
       cmd: () => {
         setFontsize(fontSize);
       },
@@ -178,14 +178,12 @@ class FreeTextEditor extends AnnotationEditor {
    */
   #updateColor(color) {
     const savedColor = this.#color;
-    this.parent.addCommands({
+    this.addCommands({
       cmd: () => {
-        this.#color = color;
-        this.editorDiv.style.color = color;
+        this.#color = this.editorDiv.style.color = color;
       },
       undo: () => {
-        this.#color = savedColor;
-        this.editorDiv.style.color = savedColor;
+        this.#color = this.editorDiv.style.color = savedColor;
       },
       mustExec: true,
       type: AnnotationEditorParamsType.FREETEXT_COLOR,
@@ -197,10 +195,10 @@ class FreeTextEditor extends AnnotationEditor {
   /** @inheritdoc */
   getInitialTranslation() {
     // The start of the base line is where the user clicked.
+    const scale = this.parentScale;
     return [
-      -FreeTextEditor._internalPadding * this.parent.scaleFactor,
-      -(FreeTextEditor._internalPadding + this.#fontSize) *
-        this.parent.scaleFactor,
+      -FreeTextEditor._internalPadding * scale,
+      -(FreeTextEditor._internalPadding + this.#fontSize) * scale,
     ];
   }
 
@@ -254,9 +252,11 @@ class FreeTextEditor extends AnnotationEditor {
     this.editorDiv.removeEventListener("blur", this.#boundEditorDivBlur);
     this.editorDiv.removeEventListener("input", this.#boundEditorDivInput);
 
-    // On Chrome, the focus is given to <body> when contentEditable is set to
-    // false, hence we focus the div.
-    this.div.focus();
+    if (this.pageIndex === this._uiManager.currentPageIndex) {
+      // On Chrome, the focus is given to <body> when contentEditable is set to
+      // false, hence we focus the div.
+      this.div.focus();
+    }
 
     // In case the blur callback hasn't been called.
     this.isEditing = false;
@@ -311,8 +311,22 @@ class FreeTextEditor extends AnnotationEditor {
   }
 
   #setEditorDimensions() {
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
-    const rect = this.div.getBoundingClientRect();
+    const [parentWidth, parentHeight] = this.parentDimensions;
+
+    let rect;
+    if (this.isAttachedToDOM) {
+      rect = this.div.getBoundingClientRect();
+    } else {
+      // This editor isn't on screen but we need to get its dimensions, so
+      // we just insert it in the DOM, get its bounding box and then remove it.
+      const { currentLayer, div } = this;
+      const savedDisplay = div.style.display;
+      div.style.display = "hidden";
+      currentLayer.div.append(this.div);
+      rect = div.getBoundingClientRect();
+      div.remove();
+      div.style.display = savedDisplay;
+    }
 
     this.width = rect.width / parentWidth;
     this.height = rect.height / parentHeight;
@@ -323,6 +337,10 @@ class FreeTextEditor extends AnnotationEditor {
    * @returns {undefined}
    */
   commit() {
+    if (!this.isInEditMode()) {
+      return;
+    }
+
     super.commit();
     if (!this.#hasAlreadyBeenCommitted) {
       // This editor has something and it's the first time
@@ -435,7 +453,7 @@ class FreeTextEditor extends AnnotationEditor {
 
     if (this.width) {
       // This editor was created in using copy (ctrl+c).
-      const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+      const [parentWidth, parentHeight] = this.parentDimensions;
       this.setAt(
         baseX * parentWidth,
         baseY * parentHeight,
@@ -466,8 +484,8 @@ class FreeTextEditor extends AnnotationEditor {
   }
 
   /** @inheritdoc */
-  static deserialize(data, parent) {
-    const editor = super.deserialize(data, parent);
+  static deserialize(data, parent, uiManager) {
+    const editor = super.deserialize(data, parent, uiManager);
 
     editor.#fontSize = data.fontSize;
     editor.#color = Util.makeHexColor(...data.color);
@@ -478,19 +496,17 @@ class FreeTextEditor extends AnnotationEditor {
 
   /** @inheritdoc */
   serialize() {
-    if (this._serialized !== undefined) {
-      return this._serialized;
-    }
-
     if (this.isEmpty()) {
       return null;
     }
 
-    const padding = FreeTextEditor._internalPadding * this.parent.scaleFactor;
+    const padding = FreeTextEditor._internalPadding * this.parentScale;
     const rect = this.getRect(padding, padding);
 
     const color = AnnotationEditor._colorManager.convert(
-      getComputedStyle(this.editorDiv).color
+      this.isAttachedToDOM
+        ? getComputedStyle(this.editorDiv).color
+        : this.#color
     );
 
     return {
@@ -498,7 +514,7 @@ class FreeTextEditor extends AnnotationEditor {
       color,
       fontSize: this.#fontSize,
       value: this.#content,
-      pageIndex: this.parent.pageIndex,
+      pageIndex: this.pageIndex,
       rect,
       rotation: this.rotation,
     };
diff --git a/src/display/editor/ink.js b/src/display/editor/ink.js
index 434d49e13..429c44362 100644
--- a/src/display/editor/ink.js
+++ b/src/display/editor/ink.js
@@ -165,7 +165,7 @@ class InkEditor extends AnnotationEditor {
    */
   #updateThickness(thickness) {
     const savedThickness = this.thickness;
-    this.parent.addCommands({
+    this.addCommands({
       cmd: () => {
         this.thickness = thickness;
         this.#fitToContent();
@@ -187,7 +187,7 @@ class InkEditor extends AnnotationEditor {
    */
   #updateColor(color) {
     const savedColor = this.color;
-    this.parent.addCommands({
+    this.addCommands({
       cmd: () => {
         this.color = color;
         this.#redraw();
@@ -210,7 +210,7 @@ class InkEditor extends AnnotationEditor {
   #updateOpacity(opacity) {
     opacity /= 100;
     const savedOpacity = this.opacity;
-    this.parent.addCommands({
+    this.addCommands({
       cmd: () => {
         this.opacity = opacity;
         this.#redraw();
@@ -268,6 +268,27 @@ class InkEditor extends AnnotationEditor {
     super.remove();
   }
 
+  setParent(parent) {
+    if (!this.parent && parent) {
+      // We've a parent hence the rescale will be handled thanks to the
+      // ResizeObserver.
+      this._uiManager.removeShouldRescale(this);
+    } else if (this.parent && parent === null) {
+      // The editor is removed from the DOM, hence we handle the rescale thanks
+      // to the onScaleChanging callback.
+      // This way, it'll be saved/printed correctly.
+      this._uiManager.addShouldRescale(this);
+    }
+    super.setParent(parent);
+  }
+
+  onScaleChanging() {
+    const [parentWidth, parentHeight] = this.parentDimensions;
+    const width = this.width * parentWidth;
+    const height = this.height * parentHeight;
+    this.setDimensions(width, height);
+  }
+
   /** @inheritdoc */
   enableEditMode() {
     if (this.#disableEditing || this.canvas === null) {
@@ -311,14 +332,17 @@ class InkEditor extends AnnotationEditor {
   }
 
   #getInitialBBox() {
-    const { width, height, rotation } = this.parent.viewport;
-    switch (rotation) {
+    const {
+      parentRotation,
+      parentDimensions: [width, height],
+    } = this;
+    switch (parentRotation) {
       case 90:
-        return [0, width, width, height];
+        return [0, height, height, width];
       case 180:
         return [width, height, width, height];
       case 270:
-        return [height, 0, width, height];
+        return [width, 0, height, width];
       default:
         return [0, 0, width, height];
     }
@@ -328,12 +352,12 @@ class InkEditor extends AnnotationEditor {
    * Set line styles.
    */
   #setStroke() {
-    this.ctx.lineWidth =
-      (this.thickness * this.parent.scaleFactor) / this.scaleFactor;
-    this.ctx.lineCap = "round";
-    this.ctx.lineJoin = "round";
-    this.ctx.miterLimit = 10;
-    this.ctx.strokeStyle = `${this.color}${opacityToHex(this.opacity)}`;
+    const { ctx, color, opacity, thickness, parentScale, scaleFactor } = this;
+    ctx.lineWidth = (thickness * parentScale) / scaleFactor;
+    ctx.lineCap = "round";
+    ctx.lineJoin = "round";
+    ctx.miterLimit = 10;
+    ctx.strokeStyle = `${color}${opacityToHex(opacity)}`;
   }
 
   /**
@@ -445,7 +469,7 @@ class InkEditor extends AnnotationEditor {
       }
     };
 
-    this.parent.addCommands({ cmd, undo, mustExec: true });
+    this.addCommands({ cmd, undo, mustExec: true });
   }
 
   /**
@@ -493,9 +517,11 @@ class InkEditor extends AnnotationEditor {
     // When commiting, the position of this editor is changed, hence we must
     // move it to the right position in the DOM.
     this.parent.moveEditorInDOM(this);
-    // After the div has been moved in the DOM, the focus may have been stolen
-    // by document.body, hence we just keep it here.
-    this.div.focus();
+    if (this.pageIndex === this._uiManager.currentPageIndex) {
+      // After the div has been moved in the DOM, the focus may have been stolen
+      // by document.body, hence we just keep it here.
+      this.div.focus();
+    }
   }
 
   /** @inheritdoc */
@@ -581,7 +607,7 @@ class InkEditor extends AnnotationEditor {
       this.#boundCanvasPointermove
     );
 
-    this.parent.addToAnnotationStorage(this);
+    this.addToAnnotationStorage();
   }
 
   /**
@@ -649,7 +675,7 @@ class InkEditor extends AnnotationEditor {
 
     if (this.width) {
       // This editor was created in using copy (ctrl+c).
-      const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+      const [parentWidth, parentHeight] = this.parentDimensions;
       this.setAt(
         baseX * parentWidth,
         baseY * parentHeight,
@@ -676,7 +702,7 @@ class InkEditor extends AnnotationEditor {
     if (!this.#isCanvasInitialized) {
       return;
     }
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+    const [parentWidth, parentHeight] = this.parentDimensions;
     this.canvas.width = Math.ceil(this.width * parentWidth);
     this.canvas.height = Math.ceil(this.height * parentHeight);
     this.#updateTransform();
@@ -712,7 +738,7 @@ class InkEditor extends AnnotationEditor {
       this.setDims(width, height);
     }
 
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+    const [parentWidth, parentHeight] = this.parentDimensions;
     this.width = width / parentWidth;
     this.height = height / parentHeight;
 
@@ -940,7 +966,7 @@ class InkEditor extends AnnotationEditor {
    */
   #getPadding() {
     return this.#disableEditing
-      ? Math.ceil(this.thickness * this.parent.scaleFactor)
+      ? Math.ceil(this.thickness * this.parentScale)
       : 0;
   }
 
@@ -967,7 +993,7 @@ class InkEditor extends AnnotationEditor {
     const width = Math.ceil(padding + this.#baseWidth * this.scaleFactor);
     const height = Math.ceil(padding + this.#baseHeight * this.scaleFactor);
 
-    const [parentWidth, parentHeight] = this.parent.viewportBaseDimensions;
+    const [parentWidth, parentHeight] = this.parentDimensions;
     this.width = width / parentWidth;
     this.height = height / parentHeight;
 
@@ -1005,17 +1031,17 @@ class InkEditor extends AnnotationEditor {
   }
 
   /** @inheritdoc */
-  static deserialize(data, parent) {
-    const editor = super.deserialize(data, parent);
+  static deserialize(data, parent, uiManager) {
+    const editor = super.deserialize(data, parent, uiManager);
 
     editor.thickness = data.thickness;
     editor.color = Util.makeHexColor(...data.color);
     editor.opacity = data.opacity;
 
-    const [pageWidth, pageHeight] = parent.pageDimensions;
+    const [pageWidth, pageHeight] = editor.pageDimensions;
     const width = editor.width * pageWidth;
     const height = editor.height * pageHeight;
-    const scaleFactor = parent.scaleFactor;
+    const scaleFactor = editor.parentScale;
     const padding = data.thickness / 2;
 
     editor.#aspectRatio = width / height;
@@ -1058,10 +1084,6 @@ class InkEditor extends AnnotationEditor {
 
   /** @inheritdoc */
   serialize() {
-    if (this._serialized !== undefined) {
-      return this._serialized;
-    }
-
     if (this.isEmpty()) {
       return null;
     }
@@ -1078,12 +1100,12 @@ class InkEditor extends AnnotationEditor {
       thickness: this.thickness,
       opacity: this.opacity,
       paths: this.#serializePaths(
-        this.scaleFactor / this.parent.scaleFactor,
+        this.scaleFactor / this.parentScale,
         this.translationX,
         this.translationY,
         height
       ),
-      pageIndex: this.parent.pageIndex,
+      pageIndex: this.pageIndex,
       rect,
       rotation: this.rotation,
     };
diff --git a/src/display/editor/tools.js b/src/display/editor/tools.js
index e502934b7..80e1c4f9d 100644
--- a/src/display/editor/tools.js
+++ b/src/display/editor/tools.js
@@ -25,7 +25,7 @@ import {
   Util,
   warn,
 } from "../../shared/util.js";
-import { getColorValues, getRGB } from "../display_utils.js";
+import { getColorValues, getRGB, PixelsPerInch } from "../display_utils.js";
 
 function bindEvents(obj, element, names) {
   for (const name of names) {
@@ -350,12 +350,16 @@ class AnnotationEditorUIManager {
 
   #allLayers = new Map();
 
+  #annotationStorage = null;
+
   #commandManager = new CommandManager();
 
   #currentPageIndex = 0;
 
   #editorTypes = null;
 
+  #editorsToRescale = new Set();
+
   #eventBus = null;
 
   #idManager = new IdManager();
@@ -378,6 +382,10 @@ class AnnotationEditorUIManager {
 
   #boundOnPageChanging = this.onPageChanging.bind(this);
 
+  #boundOnScaleChanging = this.onScaleChanging.bind(this);
+
+  #boundOnRotationChanging = this.onRotationChanging.bind(this);
+
   #previousStates = {
     isEditing: false,
     isEmpty: true,
@@ -413,22 +421,32 @@ class AnnotationEditorUIManager {
     [["Escape", "mac+Escape"], AnnotationEditorUIManager.prototype.unselectAll],
   ]);
 
-  constructor(container, eventBus) {
+  constructor(container, eventBus, annotationStorage) {
     this.#container = container;
     this.#eventBus = eventBus;
     this.#eventBus._on("editingaction", this.#boundOnEditingAction);
     this.#eventBus._on("pagechanging", this.#boundOnPageChanging);
+    this.#eventBus._on("scalechanging", this.#boundOnScaleChanging);
+    this.#eventBus._on("rotationchanging", this.#boundOnRotationChanging);
+    this.#annotationStorage = annotationStorage;
+    this.viewParameters = {
+      realScale: PixelsPerInch.PDF_TO_CSS_UNITS,
+      rotation: 0,
+    };
   }
 
   destroy() {
     this.#removeKeyboardManager();
     this.#eventBus._off("editingaction", this.#boundOnEditingAction);
     this.#eventBus._off("pagechanging", this.#boundOnPageChanging);
+    this.#eventBus._off("scalechanging", this.#boundOnScaleChanging);
+    this.#eventBus._off("rotationchanging", this.#boundOnRotationChanging);
     for (const layer of this.#allLayers.values()) {
       layer.destroy();
     }
     this.#allLayers.clear();
     this.#allEditors.clear();
+    this.#editorsToRescale.clear();
     this.#activeEditor = null;
     this.#selectedEditors.clear();
     this.#commandManager.destroy();
@@ -442,6 +460,41 @@ class AnnotationEditorUIManager {
     this.#container.focus();
   }
 
+  addShouldRescale(editor) {
+    this.#editorsToRescale.add(editor);
+  }
+
+  removeShouldRescale(editor) {
+    this.#editorsToRescale.delete(editor);
+  }
+
+  onScaleChanging({ scale }) {
+    this.commitOrRemove();
+    this.viewParameters.realScale = scale * PixelsPerInch.PDF_TO_CSS_UNITS;
+    for (const editor of this.#editorsToRescale) {
+      editor.onScaleChanging();
+    }
+  }
+
+  onRotationChanging({ pagesRotation }) {
+    this.commitOrRemove();
+    this.viewParameters.rotation = pagesRotation;
+  }
+
+  /**
+   * Add an editor in the annotation storage.
+   * @param {AnnotationEditor} editor
+   */
+  addToAnnotationStorage(editor) {
+    if (
+      !editor.isEmpty() &&
+      this.#annotationStorage &&
+      !this.#annotationStorage.has(editor.id)
+    ) {
+      this.#annotationStorage.setValue(editor.id, editor);
+    }
+  }
+
   #addKeyboardManager() {
     // The keyboard events are caught at the container level in order to be able
     // to execute some callbacks even if the current page doesn't have focus.
@@ -646,6 +699,14 @@ class AnnotationEditorUIManager {
     return this.#idManager.getId();
   }
 
+  get currentLayer() {
+    return this.#allLayers.get(this.#currentPageIndex);
+  }
+
+  get currentPageIndex() {
+    return this.#currentPageIndex;
+  }
+
   /**
    * Add a new layer for a page which will contains the editors.
    * @param {AnnotationEditorLayer} layer
@@ -783,6 +844,7 @@ class AnnotationEditorUIManager {
   removeEditor(editor) {
     this.#allEditors.delete(editor.id);
     this.unselect(editor);
+    this.#annotationStorage?.remove(editor.id);
   }
 
   /**
diff --git a/test/integration/freetext_editor_spec.js b/test/integration/freetext_editor_spec.js
index 37f904bd5..50443cfbb 100644
--- a/test/integration/freetext_editor_spec.js
+++ b/test/integration/freetext_editor_spec.js
@@ -599,6 +599,49 @@ describe("Editor", () => {
               [0, 0, 0],
               [0, 0, 0],
             ]);
+
+          // Increase the font size for all the annotations.
+          // Select all.
+          await page.keyboard.down("Control");
+          await page.keyboard.press("a");
+          await page.keyboard.up("Control");
+          await page.waitForTimeout(10);
+
+          page.evaluate(() => {
+            window.PDFViewerApplication.eventBus.dispatch(
+              "switchannotationeditorparams",
+              {
+                source: null,
+                type: /* AnnotationEditorParamsType.FREETEXT_SIZE */ 1,
+                value: 13,
+              }
+            );
+          });
+
+          await page.waitForTimeout(10);
+          expect(await serialize("fontSize"))
+            .withContext(`In ${browserName}`)
+            .toEqual([13, 13]);
+
+          // Change the colors for all the annotations.
+          page.evaluate(() => {
+            window.PDFViewerApplication.eventBus.dispatch(
+              "switchannotationeditorparams",
+              {
+                source: null,
+                type: /* AnnotationEditorParamsType.FREETEXT_COLOR */ 2,
+                value: "#FF0000",
+              }
+            );
+          });
+
+          await page.waitForTimeout(10);
+          expect(await serialize("color"))
+            .withContext(`In ${browserName}`)
+            .toEqual([
+              [255, 0, 0],
+              [255, 0, 0],
+            ]);
         })
       );
     });
diff --git a/web/default_factory.js b/web/default_factory.js
index 0688eee58..3d93b5474 100644
--- a/web/default_factory.js
+++ b/web/default_factory.js
@@ -111,9 +111,7 @@ class DefaultAnnotationEditorLayerFactory {
    * @property {HTMLDivElement} pageDiv
    * @property {PDFPageProxy} pdfPage
    * @property {IL10n} l10n
-   * @property {AnnotationStorage} [annotationStorage] - Storage for annotation
    * @property {TextAccessibilityManager} [accessibilityManager]
-   *   data in forms.
    */
 
   /**
@@ -126,7 +124,6 @@ class DefaultAnnotationEditorLayerFactory {
     pdfPage,
     accessibilityManager = null,
     l10n,
-    annotationStorage = null,
   }) {
     return new AnnotationEditorLayerBuilder({
       uiManager,
@@ -134,7 +131,6 @@ class DefaultAnnotationEditorLayerFactory {
       pdfPage,
       accessibilityManager,
       l10n,
-      annotationStorage,
     });
   }
 }
diff --git a/web/interfaces.js b/web/interfaces.js
index e558cb39b..b96c7fcdc 100644
--- a/web/interfaces.js
+++ b/web/interfaces.js
@@ -237,9 +237,7 @@ class IPDFAnnotationEditorLayerFactory {
    * @property {HTMLDivElement} pageDiv
    * @property {PDFPageProxy} pdfPage
    * @property {IL10n} l10n
-   * @property {AnnotationStorage} [annotationStorage] - Storage for annotation
    * @property {TextAccessibilityManager} [accessibilityManager]
-   *   data in forms.
    */
 
   /**
@@ -251,7 +249,6 @@ class IPDFAnnotationEditorLayerFactory {
     pageDiv,
     pdfPage,
     l10n,
-    annotationStorage = null,
     accessibilityManager,
   }) {}
 }
diff --git a/web/pdf_viewer.js b/web/pdf_viewer.js
index d6ab1ae3f..142b5e0fe 100644
--- a/web/pdf_viewer.js
+++ b/web/pdf_viewer.js
@@ -730,7 +730,8 @@ class PDFViewer {
           } else if (isValidAnnotationEditorMode(mode)) {
             this.#annotationEditorUIManager = new AnnotationEditorUIManager(
               this.container,
-              this.eventBus
+              this.eventBus,
+              this.pdfDocument?.annotationStorage
             );
             if (mode !== AnnotationEditorType.NONE) {
               this.#annotationEditorUIManager.updateMode(mode);
@@ -1741,9 +1742,7 @@ class PDFViewer {
    * @property {HTMLDivElement} pageDiv
    * @property {PDFPageProxy} pdfPage
    * @property {IL10n} l10n
-   * @property {AnnotationStorage} [annotationStorage] - Storage for annotation
    * @property {TextAccessibilityManager} [accessibilityManager]
-   *   data in forms.
    */
 
   /**
@@ -1756,13 +1755,11 @@ class PDFViewer {
     pdfPage,
     accessibilityManager = null,
     l10n,
-    annotationStorage = this.pdfDocument?.annotationStorage,
   }) {
     return new AnnotationEditorLayerBuilder({
       uiManager,
       pageDiv,
       pdfPage,
-      annotationStorage,
       accessibilityManager,
       l10n,
     });