Aren't jokes usually funny?
Another type of jokes reaffirms what the listener already believe. The fun is the comfort of being proven socially right. This was the second type of joke. Those are obviously only funny to those who believe in the cliché the joke is using. As Homer Simpson put it "It's funny because it's true!"
(explaining jokes is not funny)