Husband yelled at me and called me stupid?

I think you should just forgive him, because he did apologize. I know being called stupid is not a nice word, but it could be a lot worse. If you continue to overact he may get a lot worse. Just forget about it, dragging it along could make things worse. He seems like a good guy, maybe you could even talk to him about how your feeling. Good luck!