diff --git a/packages/ckeditor5-emoji/src/ui/emojiinfoview.ts b/packages/ckeditor5-emoji/src/ui/emojiinfoview.ts
index 12de7f779d0..7c02a3b4fa9 100644
--- a/packages/ckeditor5-emoji/src/ui/emojiinfoview.ts
+++ b/packages/ckeditor5-emoji/src/ui/emojiinfoview.ts
@@ -30,13 +30,6 @@ export default class EmojiInfoView extends View<HTMLDivElement> {
 	 */
 	declare public name: string | null;
 
-	/**
-	 * The "Unicode string" of the {@link #emoji}. For instance "U+0061".
-	 *
-	 * @observable
-	 */
-	declare public readonly code: string;
-
 	/**
 	 * @inheritDoc
 	 */
@@ -47,7 +40,6 @@ export default class EmojiInfoView extends View<HTMLDivElement> {
 
 		this.set( 'emoji', null );
 		this.set( 'name', null );
-		this.bind( 'code' ).to( this, 'emoji', characterToUnicodeString );
 
 		this.setTemplate( {
 			tag: 'div',
@@ -65,19 +57,6 @@ export default class EmojiInfoView extends View<HTMLDivElement> {
 							text: bind.to( 'name', name => name ? name : '\u200B' )
 						}
 					]
-				},
-				{
-					tag: 'span',
-					attributes: {
-						class: [
-							'ck-emoji-info__code'
-						]
-					},
-					children: [
-						{
-							text: bind.to( 'code' )
-						}
-					]
 				}
 			],
 			attributes: {
@@ -89,20 +68,3 @@ export default class EmojiInfoView extends View<HTMLDivElement> {
 		} );
 	}
 }
-
-/**
- * Converts a character into a "Unicode string", for instance:
- *
- * "$" -> "U+0024"
- *
- * Returns an empty string when the character is `null`.
- */
-function characterToUnicodeString( emoji: string | null ): string {
-	if ( emoji === null ) {
-		return '';
-	}
-
-	const hexCode = emoji.codePointAt( 0 )!.toString( 16 );
-
-	return 'U+' + ( '0000' + hexCode ).slice( -4 );
-}
diff --git a/packages/ckeditor5-emoji/tests/ui/emojiinfoview.js b/packages/ckeditor5-emoji/tests/ui/emojiinfoview.js
index 64b8bb7600c..551b23a0f7a 100644
--- a/packages/ckeditor5-emoji/tests/ui/emojiinfoview.js
+++ b/packages/ckeditor5-emoji/tests/ui/emojiinfoview.js
@@ -33,33 +33,18 @@ describe( 'EmojiInfoView', () => {
 			} );
 		} );
 
-		describe( '#code', () => {
-			it( 'is defined', () => {
-				expect( view.code ).to.equal( '' );
-			} );
-
-			it( 'is bound to #emoji', () => {
-				view.set( 'emoji', 'A' );
-
-				expect( view.code ).to.equal( 'U+0041' );
-			} );
-		} );
-
 		describe( '#element', () => {
 			it( 'is being created from template', () => {
 				expect( view.element.classList.contains( 'ck' ) ).to.be.true;
 				expect( view.element.classList.contains( 'ck-emoji-info' ) ).to.be.true;
 
 				expect( view.element.firstElementChild.classList.contains( 'ck-emoji-info__name' ) ).to.be.true;
-				expect( view.element.lastElementChild.classList.contains( 'ck-emoji-info__code' ) ).to.be.true;
 			} );
 
-			it( 'is being updated when #code and #name have changed', () => {
+			it( 'is being updated when #name have changed', () => {
 				const infoEl = view.element.firstElementChild;
-				const codeEl = view.element.lastElementChild;
 
 				expect( infoEl.innerText ).to.equal( '\u200B' );
-				expect( codeEl.innerText ).to.equal( '' );
 
 				view.set( {
 					emoji: 'A',
@@ -67,7 +52,6 @@ describe( 'EmojiInfoView', () => {
 				} );
 
 				expect( infoEl.innerText ).to.equal( 'SYMBOL: A' );
-				expect( codeEl.innerText ).to.equal( 'U+0041' );
 			} );
 		} );
 	} );