Can a place sub consciously affect your mind?

No question that it can, but your thoughts and beliefs are effecting you more than the place itself, I think. A way maybe to shake yourself out of this may be to look at the good things about the place now and sort of develop a habit of thinking positive and focus on that and it should overpower any unconscious negative attitudes you may have.