Scikit confusion matrix mismatches the true labels

Question

I have the following code:

fig, ax = plt.subplots(figsize=(15, 15))
plot_confusion_matrix(clf, X_test, y_test, ax=ax)  
print(pd.Series(y_test).value_counts().sor