Red Velvet cake is
NOT a chocolate cake or a mocha cake. Also you do not need to use dye you can use beets. Also from what I have read back in the day the color came from a chemical reaction in the ingredients.
http://smittenkitchen.com/2007/09/red-velvet-cake/