Soreness and pain are the strongest on the side where the baby lies in your uterus. Side sleeping places pressure on the joints and leads to pain (2). To combat it, place a pillow or blanket underneath and lean against it while sleeping. It minimizes the pressure on the hip joint of a specific side.