Nah, not gay at all lol. It’s just the counterpart to Queen of Spades. Spades (black suit) = preference for Black guys. Hearts = preference for White guys. Simple suit symbolism, like how clubs or diamonds could be used for other things in this niche.
A QOH is typically a Black, Asian, Latina...