Vaginal tissues are strong tissues and are unlikely to develop hemorrhoids. So, vaginal hemorrhoids are not actually related to each other. “Vaginal hemorrhoids” is a term which is sometimes used (albeit incorrectly) for other conditions (such as genital warts) which affect the vagina. Anal Mucus and Hemorrhoids.