diff --git a/neuron activation distribution.py b/neuron activation distribution.py
index 18940b0..afa4962 100644
--- a/neuron activation distribution.py	
+++ b/neuron activation distribution.py	
@@ -55,3 +55,18 @@ plt.show()
 # plt.xlabel("Activation Value")
 # plt.ylabel("Density")
 # plt.show()
+
+
+# from sklearn.preprocessing import StandardScaler
+
+# # Normalize activation values to z-score
+# scaler = StandardScaler()
+# normalized_data = scaler.fit_transform(flattened_data.reshape(-1, 1)).flatten()
+
+# # Plot the normalized activation distribution
+# sns.histplot(normalized_data, bins=50, kde=True, stat='density')
+# plt.title("Neuron Activation Distribution (Normalized Features)")
+# plt.xlabel("Normalized Activation Value (Z-Score)")
+# plt.ylabel("Density")
+# plt.show()
+