Laugh. Laugh enthusiastically, as though it is absurd. And really, that shouldn't be hard, because such dramatic situations are always absurd. "Witch? Really? Come now. I didn't realize my house was made of gingerbread."
And then life goes on and everyone laughs with you at the accusations.