It would be best to never sleep with a contact stuck in your eye. Even if you want to, you won’t be able to because your eye will itch and irritate you until you get the lens out of it. Even if your contact isn’t stuck in your eye, you should never sleep with contacts as they can get dislodged and move here and there.