You are Classless, but you do have a Class card, which the lose class Curses tell you to discard. It was also ruled
here that you can add new Classes while suffering from the Amnesia, so you should be able to lose them too.
Edit: Actually I reverse that. Just found a previous ruling and MM agreed that being Classless means you have no Class to lose, at least in the method
that he would play it.