might have been or may have been

Is it correct to use the continuous present perfect this way and is it might or may if so?
He might/may have been having some fun when we got there. the first thing he did when he heqrd the door was...

Cqn you tell me if I should use verb or noun please?
You can grip this one better. You have a better grip on this one.

Thanks