diff --git a/change/@fluentui-react-f6466949-fe16-46ab-a50a-0548dd53baef.json b/change/@fluentui-react-f6466949-fe16-46ab-a50a-0548dd53baef.json
new file mode 100644
index 00000000000000..6d0d5e79b42185
--- /dev/null
+++ b/change/@fluentui-react-f6466949-fe16-46ab-a50a-0548dd53baef.json
@@ -0,0 +1,7 @@
+{
+  "type": "patch",
+  "comment": "chore: Fix people picker focused styles",
+  "packageName": "@fluentui/react",
+  "email": "mgodbolt@microsoft.com",
+  "dependentChangeType": "patch"
+}
diff --git a/change/@fluentui-style-utilities-86219b72-da1a-4e91-8042-417d42500c69.json b/change/@fluentui-style-utilities-86219b72-da1a-4e91-8042-417d42500c69.json
new file mode 100644
index 00000000000000..0bfb4899f5d488
--- /dev/null
+++ b/change/@fluentui-style-utilities-86219b72-da1a-4e91-8042-417d42500c69.json
@@ -0,0 +1,7 @@
+{
+  "type": "patch",
+  "comment": "chore: Add radius option to getFocusStyles",
+  "packageName": "@fluentui/style-utilities",
+  "email": "mgodbolt@microsoft.com",
+  "dependentChangeType": "patch"
+}
diff --git a/packages/react/src/components/pickers/PeoplePicker/PeoplePickerItems/PeoplePickerItem.styles.ts b/packages/react/src/components/pickers/PeoplePicker/PeoplePickerItems/PeoplePickerItem.styles.ts
index 639c6a60ec193f..a3e07899af24ef 100644
--- a/packages/react/src/components/pickers/PeoplePicker/PeoplePickerItems/PeoplePickerItem.styles.ts
+++ b/packages/react/src/components/pickers/PeoplePicker/PeoplePickerItems/PeoplePickerItem.styles.ts
@@ -17,6 +17,7 @@ const GlobalClassNames = {
 };
 
 const REMOVE_BUTTON_SIZE = 24;
+const PICKER_PERSONA_RADIUS = 15;
 
 export function getStyles(props: IPeoplePickerItemSelectedStyleProps): IPeoplePickerItemSelectedStyles {
   const { className, theme, selected, invalid, disabled } = props;
@@ -91,7 +92,7 @@ export function getStyles(props: IPeoplePickerItemSelectedStyleProps): IPeoplePi
       classNames.root,
       getFocusStyle(theme, { inset: -2 }),
       {
-        borderRadius: 15,
+        borderRadius: PICKER_PERSONA_RADIUS,
         display: 'inline-flex',
         alignItems: 'center',
         background: palette.neutralLighter,
@@ -144,7 +145,7 @@ export function getStyles(props: IPeoplePickerItemSelectedStyleProps): IPeoplePi
     removeButton: [
       classNames.removeButton,
       {
-        borderRadius: 15,
+        borderRadius: PICKER_PERSONA_RADIUS,
         color: palette.neutralPrimary,
         flex: '0 0 auto',
         width: REMOVE_BUTTON_SIZE,
@@ -157,6 +158,13 @@ export function getStyles(props: IPeoplePickerItemSelectedStyleProps): IPeoplePi
         },
       },
       selected && [
+        getFocusStyle(theme, {
+          inset: 2,
+          borderColor: 'transparent',
+          highContrastStyle: { inset: 2, left: 1, top: 1, bottom: 1, right: 1, outlineColor: 'ButtonText' },
+          outlineColor: palette.white,
+          borderRadius: PICKER_PERSONA_RADIUS,
+        }),
         {
           color: palette.white,
           selectors: {
diff --git a/packages/style-utilities/etc/style-utilities.api.md b/packages/style-utilities/etc/style-utilities.api.md
index d282c234e27dbc..c41fbce161d80e 100644
--- a/packages/style-utilities/etc/style-utilities.api.md
+++ b/packages/style-utilities/etc/style-utilities.api.md
@@ -110,7 +110,7 @@ export function getFocusOutlineStyle(theme: ITheme, inset?: number, width?: numb
 export function getFocusStyle(theme: ITheme, options?: IGetFocusStylesOptions): IRawStyle;
 
 // @public @deprecated
-export function getFocusStyle(theme: ITheme, inset?: number, position?: 'relative' | 'absolute', highContrastStyle?: IRawStyle | undefined, borderColor?: string, outlineColor?: string, isFocusedOnly?: boolean): IRawStyle;
+export function getFocusStyle(theme: ITheme, inset?: number, position?: 'relative' | 'absolute', highContrastStyle?: IRawStyle | undefined, borderColor?: string, outlineColor?: string, isFocusedOnly?: boolean, borderRadius?: string | number | undefined): IRawStyle;
 
 // @public
 export function getGlobalClassNames<T>(classNames: GlobalClassNames<T>, theme: ITheme, disableGlobalClassNames?: boolean): GlobalClassNames<T>;
@@ -175,6 +175,7 @@ export { IFontWeight }
 // @public (undocumented)
 export interface IGetFocusStylesOptions {
     borderColor?: string;
+    borderRadius?: string | number | undefined;
     highContrastStyle?: IRawStyle;
     inset?: number;
     isFocusedOnly?: boolean;
diff --git a/packages/style-utilities/src/interfaces/IGetFocusStyles.ts b/packages/style-utilities/src/interfaces/IGetFocusStyles.ts
index 89e3c99d121956..53d3d0ad0284c7 100644
--- a/packages/style-utilities/src/interfaces/IGetFocusStyles.ts
+++ b/packages/style-utilities/src/interfaces/IGetFocusStyles.ts
@@ -42,4 +42,9 @@ export interface IGetFocusStylesOptions {
    * @defaultvalue true
    */
   isFocusedOnly?: boolean;
+
+  /**
+   * If the style should include a rounded border.
+   */
+  borderRadius?: string | number | undefined;
 }
diff --git a/packages/style-utilities/src/styles/getFocusStyle.ts b/packages/style-utilities/src/styles/getFocusStyle.ts
index b1070b1fc91276..56a45bcb033ff1 100644
--- a/packages/style-utilities/src/styles/getFocusStyle.ts
+++ b/packages/style-utilities/src/styles/getFocusStyle.ts
@@ -23,6 +23,7 @@ export function getFocusStyle(theme: ITheme, options?: IGetFocusStylesOptions):
  * @param borderColor - Color of the border.
  * @param outlineColor - Color of the outline.
  * @param isFocusedOnly - If the styles should apply on focus or not.
+ * @param borderRadius - If the style should include a rounded border.
  * @returns The style object.
  * @deprecated Use the object parameter version instead.
  */
@@ -34,6 +35,7 @@ export function getFocusStyle(
   borderColor?: string,
   outlineColor?: string,
   isFocusedOnly?: boolean,
+  borderRadius?: string | number | undefined,
 ): IRawStyle;
 export function getFocusStyle(
   theme: ITheme,
@@ -43,6 +45,7 @@ export function getFocusStyle(
   borderColor?: string,
   outlineColor?: string,
   isFocusedOnly?: boolean,
+  borderRadius?: string | number | undefined,
 ): IRawStyle {
   if (typeof insetOrOptions === 'number' || !insetOrOptions) {
     return _getFocusStyleInternal(theme, {
@@ -52,6 +55,7 @@ export function getFocusStyle(
       borderColor,
       outlineColor,
       isFocusedOnly,
+      borderRadius,
     });
   } else {
     return _getFocusStyleInternal(theme, insetOrOptions);
@@ -60,6 +64,7 @@ export function getFocusStyle(
 
 function _getFocusStyleInternal(theme: ITheme, options: IGetFocusStylesOptions = {}): IRawStyle {
   const {
+    borderRadius,
     inset = 0,
     width = 1,
     position = 'relative',
@@ -94,6 +99,7 @@ function _getFocusStyleInternal(theme: ITheme, options: IGetFocusStylesOptions =
         border: `${width}px solid ${borderColor}`,
         outline: `${width}px solid ${outlineColor}`,
         zIndex: ZIndexes.FocusStyle,
+        borderRadius: borderRadius,
         selectors: {
           [HighContrastSelector]: highContrastStyle,
         },