Yes, you may need to spin the antenna around to find a more favorable aim to the north. No antenna is 100% directional, so this might do the trick.
If you still can't achieve reliable reception, I suggest a new (old school) antenna aimed due north. Something like
this small antenna should be all you need to receive all the major networks from the north.