It is important to get the scientific facts right when it comes to futzing with the body's hormones. Eye of newt and whatever else goes into love potions may be useless but harmless. That's not necessarily so when forcing powerful sex hormones into the body.
Neither I nor the women I knew were specifically interested in younger men, and it wasn't emotional connection we were desperate for. We wanted low liability, low maintenance men who were good in bed.
This Valentine's Day give yourself permission to let Aphrodite surprise and delight you. Let her come to you from the realm of love, awakening your own inner beauty.