When cats are sad, they show the signs in various ways and are not always easy to spot. While some are physical in nature, others are harder to pin down. A few of the most common ones include loss of appetite or interest in food, prolonged periods of hiding or avoidance behavior, sudden displays of aggression, excessive sleep and, increased lethargy, or lack of energy. The best person to spot depression in your cat is always you.