 Tremblay was re-elected as a Conservative candidate in the 1935 election.He joined Maurice Duplessis's Union Nationale and was re-elected in the 1936 election.He served as Minister of Labour from 1936 until the 1939 election, when he was defeated by Liberal incumbent Joseph-Georges Caron.