Why do you think Macduff does not want to stay to celebrate Macbeth becoming king?

I think Macduff didn't show up to celebrate because I think he knows that Macbeth was kind of had second thoughts about him. I think he knows Macbeth killed the king to be king. And maybe Macbeth would try to kill Macduff and his son.