To preserve the freshness and flavor of your Sour Cream Pound Cake, store it in an airtight container at room temperature for up to three days. For longer storage, refrigerate the cake for up to a week or freeze slices for future indulgence. Reheat individual slices in the microwave for a warm and gooey treat.