It is normal to have chills after surgery. While it doesn't happen to everyone, chills, shivering, and overall coldness are a few side effects of being under general anesthesia. These effects might be caused by the anesthetic affecting nerve signals being transferred to the brain, but the exact reason for chills is unknown. Your healthcare provider should notify you of these possible side effects before surgery.