By the time he heard the shots the deed was done. Why on earth would he think he could have saved them? It's a tragedy, but he didn't know it was going to happen. He wouldn't have known what the shots indicated until he got to the source.
Family members and friends will feel guilt that they didn't do anything, but why would Superman?
