How to Amend a prior year to recoup penalties paid

In 2024 I paid a tax penalty as I did a Roth conversion but failed to annuitize my income.  I thought this would be straight forward to file a 1040-X in Turbo Tax 2024 to recoup that penalty.  However, when I amend my return Turbo Tax accurately says I no longer owe a penalty, but then does not reflect that on Form X.  It then asks...Are you sure you want to Amend as there is no difference in tax due.  What am I missing?