To be honest, it's easy to start liking a team...I am new to the EPL as well (started watching last year). You instantly become a fan when you can identify all of the players and are genuinely interested in all games that a club plays. They play a lot of EPL games on one of the Fox channels...FSN or something like that. If you have extended cable, you could check up on it. Just start watching and you'll find a team.