Do you have any vacation time accrued? That could count toward your two weeks' notice ... Please consider giving some sort of notice, if you want to stay in the field, it could look bad to future employers to quit with no notice.

Take tonight, breathe, think, then at least you'll know you made the decision with a clear head.