There's a high beam relay in the front wheelwell behind the splash guard. Its held on by one bolt and the four pins run the same way (parallel with one another).
Its right beside the day time running light module. If your car doesn't have the DRL module (I'm not sure if U.S cars have it or not)its roughly below where the ecu and fuse box are.