Like many types of bird food, if not stored correctly sunflower seeds can go stale. They should be kept in a cool, dry place with minimum exposure to moisture, heat, or light to keep them fresh and nutritious for your garden birds. If they begin to give off an unpleasant smell, this could be a sign that they are turning bad.