Chocolate has long been associated with this holiday as it is a natural aphrodisiac. Phenyl ethylamine, a substance found in chocolate, is supposed to make one feel as if they are falling in love. Packaging chocolates in a heart-shaped red box for Valentine's Day was the brilliant marketing idea of chocolatiers.