When a balloon is taken outside on a very cold day, the temperature of the gas inside the balloon decreases. According to the gas laws (specifically, Charles's Law), when the temperature of a gas decreases, its volume also decreases if the pressure remains constant.
Therefore, the correct answer is:
d. The volume of the balloon will decrease.