After his service in the Senate, Stevenson returned to his law practice in Covington. In addition, he accepted a position teaching criminal law and contracts at the University of Cincinnati College of Law. He remained interested in politics and was chosen chairman of the 1879 Democratic state convention in Louisville and president of the 1880 Democratic National Convention in Cincinnati, Ohio.