Early on, we see him for what he really is: a violent nut. When his new girlfriend accepts a date with her ex-boyfriend, Sam... well, let's go to the clip.
And it pretty much goes along like that. In every situation, Sam chooses violence and by the end of the movie, virtually all of the main cast is dead.
But, hey, look who Sam's room-mate is!