diff --git a/pkg/features/kube_features.go b/pkg/features/kube_features.go
index 07bc67f7771..052af1aaaf7 100644
--- a/pkg/features/kube_features.go
+++ b/pkg/features/kube_features.go
@@ -440,16 +440,6 @@ const (
 	// DaemonSets allow workloads to maintain availability during update per node
 	DaemonSetUpdateSurge featuregate.Feature = "DaemonSetUpdateSurge"
 
-	// owner: @bart0sh
-	// alpha: v1.18
-	// beta: v1.19
-	// GA: 1.22
-	//
-	// Enables usage of HugePages-<size> in a volume medium,
-	// e.g. emptyDir:
-	//        medium: HugePages-1Gi
-	HugePageStorageMediumSize featuregate.Feature = "HugePageStorageMediumSize"
-
 	// owner: @derekwaynecarr
 	// alpha: v1.20
 	// beta: v1.21 (off by default until 1.22)
@@ -901,7 +891,6 @@ var defaultKubernetesFeatureGates = map[featuregate.Feature]featuregate.FeatureS
 	WindowsEndpointSliceProxying:                   {Default: true, PreRelease: featuregate.GA, LockToDefault: true}, // remove in 1.25
 	PodDisruptionBudget:                            {Default: true, PreRelease: featuregate.GA, LockToDefault: true}, // remove in 1.25
 	DaemonSetUpdateSurge:                           {Default: true, PreRelease: featuregate.Beta},                    // on by default in 1.22
-	HugePageStorageMediumSize:                      {Default: true, PreRelease: featuregate.GA, LockToDefault: true}, // remove in 1.24
 	DownwardAPIHugePages:                           {Default: true, PreRelease: featuregate.Beta},                    // on by default in 1.22
 	AnyVolumeDataSource:                            {Default: false, PreRelease: featuregate.Alpha},
 	DefaultPodTopologySpread:                       {Default: true, PreRelease: featuregate.Beta},