The cache is not located at the posted coords, but that is a good place to park. You could either wander around the church's property until you stumbled upon the cache, or you could complete the Mount Nittany United Methodist Church Adventure Lab to obtain clues to the final location.
Everything you need to know to find the cache is provided in the Adventure Lab.
CONGRATULATIONS TO THEGEOSLEUTH ON THE FTF!!!