Question: do sith have yellow eyes?
Answer: As others have said, the eyes of Sith turn yellow when they perceive or channel the Dark Side particularly strongly. Anakin temporarily got yellow eyes as he was killing the separatists on Mustafar, a dark and treacherous deed.