Roy Orbison version. Roy Orbison covered Love Hurts in 1961 and issued it as the B-side to Running Scared. While Running Scared was an international hit, the B-side only picked up significant airplay in Australia. Consequently, chart figures for Australia show Running Scared/Love Hurts as a double A-Side, both sides peaking at No. 5.