Yeah, it's funny.  No one that I keep in contact with from my anorexia nervosa therapy group--which was at a clinic for eating disorders, and we were thus all properly diagnosed--is fat.  We focus on being healthy, not just eating our faces off.  Fats can't be anorexic because they don't understand "not eating."