Are you wearing cleated bicycle shoes? Those pedals are meant to be ridden with cleats. Your toes should not really be in hard contact with the cages if you are wearing proper shoes and have the right size cage.
If you are riding in street shoes, get a different pedal.
@noglider, those cleats will not work on Shimano 105 clipped pedals.