I tend to find them funny, and entertaining.
When a persons response seems far outside the norm, I know it's not about me anymore. Then I just try to enjoy the show.
When they calm down, I might ask what it was really all about. Which can be constructive sometimes, or just it'll just send them into another performance. Either way is a different kind of win.