This is a Butt Monkey whose misfortune is cheered by the audience because he or she is a total Jerk Ass, if not an outright villain. Similar to Asshole Victim, except they don't die. Examples would include Harry and Marv from the Home Alone flicks, Dolores Umbridge and Draco Malfoy from Harry Potter, and Dr. Robotnik from Adventures of Sonic the Hedgehog.
Hello, Unknown Troper. You'll need to get known to lend a hand here.