Shivering. Patients suffering from appendicitis often experience intense bouts of shivering, and “feeling cold” along with the fever that is an obvious symptom of the disease. The shivering that one experiences are the muscles undergoing contractions in rapid succession as a means to healing the body. In appendicitis, as with most infections, the fever is an indication of the body fighting the infection.