Of course ,it's the "amps" that kills,not voltage.There's no issue about that.
But there are no "amps" without "volts".Ohm's law.(Only in superconductors this is possible,which ain't the case here)
Man can sit on a 110 000 V power line,with no consequences ,as long as you don't close...