Bleach in your eyes will sting and burn. The natural moisture in your eyes combines with liquid bleach to form an acid. Rinse your eye with lukewarm water right away, and remove any contact lenses. The Mayo Clinic warns against rubbing your eye and using anything besides water or saline solution to rinse your eye out.