Every dog owner knows that telltale look. You walk into the kitchen and see your freshly cooked casserole splattered over the floor—and your dog's face, which is wearing an expression guiltier than a criminal defendant. Or so you think. According to research, you're just imagining that your dog feels guilty. The real emotion it's feeling is fear.