Gluten free cake needs fat and moisture to keep the texture moist. Don't skip the sour cream and vegetable oil, two key ingredients for a soft indulgent cake! Also, pay attention to the cooking time a temperature. Baking a cake for too long or too hot can cause it to dry out.