Reducing your caloric intake by 800 calories per day, as the contestants did, means that you feel cold, lethargic, and tired as your body starts to slow down to conserve energy. After a while, you can’t take it anymore. As you increase your calories slightly, you are still eating less than you used to, but because of the slowed metabolism, now you are gaining weight.
