Nope, most women like lean and athletic, don't shoot the messenger, plenty of case studies out there.
Short kings like yourself can't really go that route and feel you have to bulk up, fair play, do your thing. It's probably a better tactic for shorter men to be big rather than lean/athletic or you would look like a flyweight boxer.