That would be Clearfield.huh! kinda toward. it is all but the opposite direction by about 40 miles.
The point was, however, that if you want a reasonably cheap place not too far from State College, there are lots of options in Altoona. It's about a half-hour difference.
I've also stayed in Huntington before, which is pretty much due south. But there can be issues in finding a place during PA's "fifth season" (i.e., Deer Season).