Williams advocated states' rights and racial segregation. He joined his state’s delegation in a walkout of the 1948 Democratic National Convention in Philadelphia, Pennsylvania. He supported Strom Thurmond’s Dixiecrat presidential campaign, whose primary platform was racial segregation. Thurmond easily carried the electoral vote in Mississippi and three other Deep South states.