1. a feeling of uneasiness or anxiety of the conscience caused by regret for doing wrong or causing pain; contrition; remorse.
2. any uneasiness or hesitation about the rightness of an action.
http://dictionary.reference.com/browse/compunction
He felt a vague sense of compunction choosing to go to a small, liberal arts school rather than an ivy league.