Guinea pigs should not eat almonds due to their high carbohydrate and fat content, which can increase the risk of enterotoxemia. Enterotoxemia is a condition characterized by an overgrowth of harmful bacteria in the gut, leading to digestive issues and potential health complications for guinea pigs.