Lemon drizzle cake, like other sponge cakes, may be frozen. Decide whether to freeze lemon drizzle cake portions or the whole cake. Once a decision has been made, wrap the pieces or whole cake in clingfilm before sealing it in a large freezer bag. Place the bag in the freezer and label it.