Back in the day, red velvet cake was colored by using natural cocoa powder, a more acidic cocoa with higher levels of a pigment called anthocyanin, which would turn red when combined with buttermilk. Today, many recipes use food coloring to tint the cake, but still call for natural cocoa and buttermilk to define the cake's flavor.