diff --git a/pkg/features/versioned_kube_features.go b/pkg/features/versioned_kube_features.go
index b27a2770f7f..e34c75c2ab9 100644
--- a/pkg/features/versioned_kube_features.go
+++ b/pkg/features/versioned_kube_features.go
@@ -726,6 +726,7 @@ var defaultVersionedKubernetesFeatureGates = map[featuregate.Feature]featuregate
 	TopologyManagerPolicyOptions: {
 		{Version: version.MustParse("1.26"), Default: false, PreRelease: featuregate.Alpha},
 		{Version: version.MustParse("1.28"), Default: true, PreRelease: featuregate.Beta},
+		{Version: version.MustParse("1.32"), Default: true, PreRelease: featuregate.GA},
 	},
 
 	TranslateStreamCloseWebsocketRequests: {
diff --git a/pkg/kubelet/cm/topologymanager/policy_options.go b/pkg/kubelet/cm/topologymanager/policy_options.go
index 2ea86d2fd3b..43eb9d886eb 100644
--- a/pkg/kubelet/cm/topologymanager/policy_options.go
+++ b/pkg/kubelet/cm/topologymanager/policy_options.go
@@ -34,10 +34,11 @@ const (
 var (
 	alphaOptions = sets.New[string]()
 	betaOptions  = sets.New[string](
-		PreferClosestNUMANodes,
 		MaxAllowableNUMANodes,
 	)
-	stableOptions = sets.New[string]()
+	stableOptions = sets.New[string](
+		PreferClosestNUMANodes,
+	)
 )
 
 func CheckPolicyOptionAvailable(option string) error {
diff --git a/pkg/kubelet/cm/topologymanager/policy_options_test.go b/pkg/kubelet/cm/topologymanager/policy_options_test.go
index 4876f6af7b7..840f4e8a4ce 100644
--- a/pkg/kubelet/cm/topologymanager/policy_options_test.go
+++ b/pkg/kubelet/cm/topologymanager/policy_options_test.go
@@ -47,9 +47,7 @@ func TestNewTopologyManagerOptions(t *testing.T) {
 		expectedOptions   PolicyOptions
 	}{
 		{
-			description:       "return TopologyManagerOptions with PreferClosestNUMA set to true",
-			featureGate:       pkgfeatures.TopologyManagerPolicyBetaOptions,
-			featureGateEnable: true,
+			description: "return TopologyManagerOptions with PreferClosestNUMA set to true",
 			expectedOptions: PolicyOptions{
 				PreferClosestNUMA:     true,
 				MaxAllowableNUMANodes: 8,
@@ -74,8 +72,7 @@ func TestNewTopologyManagerOptions(t *testing.T) {
 			description: "fail to set option when TopologyManagerPolicyBetaOptions feature gate is not set",
 			featureGate: pkgfeatures.TopologyManagerPolicyBetaOptions,
 			policyOptions: map[string]string{
-				PreferClosestNUMANodes: "true",
-				MaxAllowableNUMANodes:  "8",
+				MaxAllowableNUMANodes: "8",
 			},
 			expectedErr: fmt.Errorf("Topology Manager Policy Beta-level Options not enabled,"),
 		},
@@ -87,7 +84,6 @@ func TestNewTopologyManagerOptions(t *testing.T) {
 		},
 		{
 			description:       "fail to parse options with error PreferClosestNUMANodes",
-			featureGate:       pkgfeatures.TopologyManagerPolicyAlphaOptions,
 			featureGateEnable: true,
 			policyOptions: map[string]string{
 				PreferClosestNUMANodes: "not a boolean",
@@ -177,6 +173,10 @@ func TestPolicyDefaultsAvailable(t *testing.T) {
 			option:            PreferClosestNUMANodes,
 			expectedAvailable: true,
 		},
+		{
+			option:            MaxAllowableNUMANodes,
+			expectedAvailable: true,
+		},
 	}
 	for _, testCase := range testCases {
 		t.Run(testCase.option, func(t *testing.T) {
@@ -206,7 +206,7 @@ func TestPolicyOptionsAvailable(t *testing.T) {
 		{
 			option:            PreferClosestNUMANodes,
 			featureGate:       pkgfeatures.TopologyManagerPolicyBetaOptions,
-			featureGateEnable: true,
+			featureGateEnable: false,
 			expectedAvailable: true,
 		},
 		{
@@ -215,10 +215,40 @@ func TestPolicyOptionsAvailable(t *testing.T) {
 			featureGateEnable: false,
 			expectedAvailable: true,
 		},
+		{
+			option:            fancyAlphaOption,
+			featureGate:       pkgfeatures.TopologyManagerPolicyAlphaOptions,
+			featureGateEnable: true,
+			expectedAvailable: true,
+		},
+		{
+			option:            fancyAlphaOption,
+			featureGate:       pkgfeatures.TopologyManagerPolicyAlphaOptions,
+			featureGateEnable: false,
+			expectedAvailable: false,
+		},
+		{
+			option:            fancyBetaOption,
+			featureGate:       pkgfeatures.TopologyManagerPolicyBetaOptions,
+			featureGateEnable: true,
+			expectedAvailable: true,
+		},
+		{
+			option:            fancyBetaOption,
+			featureGate:       pkgfeatures.TopologyManagerPolicyBetaOptions,
+			featureGateEnable: false,
+			expectedAvailable: false,
+		},
 	}
+	betaOptions.Insert(fancyBetaOption)
+	alphaOptions.Insert(fancyAlphaOption)
 	for _, testCase := range testCases {
 		t.Run(testCase.option, func(t *testing.T) {
 			featuregatetesting.SetFeatureGateDuringTest(t, utilfeature.DefaultFeatureGate, testCase.featureGate, testCase.featureGateEnable)
+			defer func() {
+				// reset feature flag
+				featuregatetesting.SetFeatureGateDuringTest(t, utilfeature.DefaultFeatureGate, testCase.featureGate, !testCase.featureGateEnable)
+			}()
 			err := CheckPolicyOptionAvailable(testCase.option)
 			isEnabled := (err == nil)
 			if isEnabled != testCase.expectedAvailable {
diff --git a/test/featuregates_linter/test_data/versioned_feature_list.yaml b/test/featuregates_linter/test_data/versioned_feature_list.yaml
index 817a665ab3f..d4c0b0fef87 100644
--- a/test/featuregates_linter/test_data/versioned_feature_list.yaml
+++ b/test/featuregates_linter/test_data/versioned_feature_list.yaml
@@ -1302,6 +1302,10 @@
     lockToDefault: false
     preRelease: Beta
     version: "1.28"
+  - default: true
+    lockToDefault: false
+    preRelease: GA
+    version: "1.32"
 - name: TranslateStreamCloseWebsocketRequests
   versionedSpecs:
   - default: false