The symptoms of conditions associated with a positive RF test can vary widely depending on the underlying disorder. In the case of RA, common symptoms include joint pain, swelling, stiffness, and fatigue. Other autoimmune conditions may present with different symptoms, such as skin rashes, dry eyes, and muscle weakness.