Storage: If you plan to store the cake for more than a day or two, it is best to keep it in the refrigerator. Place cake in the airtight container in the fridge. It should keep for up to a week. When you're ready to serve the cake, remove it from the fridge and let it come to room temperature for 30 minutes to an hour before slicing.