This Valentine's Day, surprise your loved one with this red velvet heart shaped cake. Nothing is more romantic than this heart shaped cake with red velvet flavored cake and cream cheese frosting. This dessert has a moist and tender texture and the cream cheese frosting has an airy and light texture due to the whipped cream.