Stopping Soon

The humor in this joke comes from the dark irony of saying "I'll stop soon" in response to being asked to stop making jokes about suicide. The implication is that the person making the joke is planning to commit suicide, which would naturally stop the jokes, making a dark comment on the user's situation.