diff --git a/packages/components/CHANGELOG.md b/packages/components/CHANGELOG.md
index be5608c72fc06..fee3c9b8bf44a 100644
--- a/packages/components/CHANGELOG.md
+++ b/packages/components/CHANGELOG.md
@@ -6,6 +6,10 @@
 
 -   Make the `Popover.Slot` optional and render popovers at the bottom of the document's body by default. ([#53889](https://github.com/WordPress/gutenberg/pull/53889), [#53982](https://github.com/WordPress/gutenberg/pull/53982)).
 
+### Bug Fix
+
+-   `PaletteEdit`: Fix padding in RTL languages ([#54034](https://github.com/WordPress/gutenberg/pull/54034)).
+
 ## 25.7.0 (2023-08-31)
 
 ### Enhancements
diff --git a/packages/components/src/palette-edit/styles.js b/packages/components/src/palette-edit/styles.js
index 72e6bff97e4a2..0c72493f46564 100644
--- a/packages/components/src/palette-edit/styles.js
+++ b/packages/components/src/palette-edit/styles.js
@@ -41,7 +41,8 @@ export const NameInputControl = styled( InputControl )`
 `;
 
 export const PaletteItem = styled( View )`
-	padding: 3px 0 3px ${ space( 3 ) };
+	padding-block: 3px;
+	padding-inline-start: ${ space( 3 ) };
 	border: 1px solid ${ CONFIG.surfaceBorderColor };
 	border-bottom-color: transparent;
 	&:first-of-type {