The Arsenal is my prefered team in the Premiership, and has been since the Anelka days. But I don't really get emotional wheather they win or lose, I think they've been playing the most attractive football in Europe over the last few years though, which is part of why I like them.
Other than that my sympathies are with the underdog, always.