Well, usually cat's only get mad when there is someone around. They don't usually get mad from nothing. But, let's say if they would be mad at a floating speck or something, they would hiss and growl. They might take their stress out on your couch or anything scratchable. Usually then they would just run and hide afterwards if no one is around. Because they're mad. But they hardly get mad for nothing.