Rivera was a founding member of both the Gay Liberation Front and the Gay Activists Alliance. With her close friend Marsha P. Johnson, Rivera co-founded the Street Transvestite Action Revolutionaries (STAR), a group dedicated to helping homeless young drag queens and trans women of color.