BLUE SHELLS.
Also, having your attempt to throw a blue shell thwarted by the fact that you just fell over the side. And I think the most annoying moment is the one where you realize that you're playing the game at somebody else's house, because you can't afford to buy it yourself at the moment, and they won't let you borrow it.