A deficiency in testosterone can result in lower levels of energy as well as fatigue. A person can experience feelings of fatigue even after getting a sufficient amount of rest, or they may develop a decreased interest in physical activity or exercise. Also, low testosterone levels may affect sexual arousal; sex drive could go down, and you might develop erectile dysfunction (ED).