joke masturbation

The act of laughing at or enjoying your own jokes to such an extent to which it may be seen to cause you arousal.

Steve: Don't you find it weird how Dave always laughs at his own jokes? They aren't even funny...

James: Yeah, he's really into joke masturbation.