diff --git a/osu.Game/Graphics/UserInterface/PageSelector/PageSelectorPageButton.cs b/osu.Game/Graphics/UserInterface/PageSelector/PageSelectorPageButton.cs
index 31aca0d2f2..6aac75565e 100644
--- a/osu.Game/Graphics/UserInterface/PageSelector/PageSelectorPageButton.cs
+++ b/osu.Game/Graphics/UserInterface/PageSelector/PageSelectorPageButton.cs
@@ -54,7 +54,9 @@ protected override void LoadComplete()
         private void onSelectedChanged(ValueChangedEvent<bool> selected)
         {
             Background.FadeTo(selected.NewValue ? 1 : 0, DURATION, Easing.OutQuint);
+
             text.FadeColour(selected.NewValue ? ColourProvider.Dark4 : ColourProvider.Light3, DURATION, Easing.OutQuint);
+            text.Font = text.Font.With(weight: IsHovered ? FontWeight.SemiBold : FontWeight.Regular);
         }
 
         protected override void UpdateHoverState()