I can give you a real answer, because I asked my wife this exact question (she’s black and uses the skin tone closest to hers, I’m white and also just use yellow ones). She said it’s so rare to get to choose a digital representation that matches her skin tone that she just thinks it’s fun to get to do it for once.

Oddly specific 🤔