There is a big difference between going to watch a team and supporting them, as opposed to I fancy going to a game of football.
I have been to games as a neutral many times and here are a few samples Man U v Tottenham, Birmingham v Leicester, Man City v Oldham, Sheff Wed v Tottenham...