>if the purpose of the button is to close the form

But the purpose of the button should not be to close the form. The issue is that you are still giving the button more purpose than it should have.

If you rephrase your statement to (based on what I said in my previous message):

The purpose of the button is to allow the user to indicate that they would like to close the form

then you should see the increased clarity in this system.