Always have a couple of go to songs in case of spontaneous karaoke. If you know in advance what you want to sing, you'll be a lot happier and lot more confident when people start talking about getting someone up on stage.
Being prepared means you'll have more fun, you won't be as self conscious and, with all this in mind, you can take the pressure off your more nervous mates by offering to go first.