Optimus thinks Artoo's scream is hilarious. Not hilarious that Artoo is in distress, but Optimus always asks, "Why did they program a scream into him? That makes no sense!"
I'm also a fan of the Wheeeeeeeeeeee! noise, but shane derides the idea because droids aren't supposed to be cute.