Perhaps “looking away” is for when there’s a subject/character/object that’s specifically being not looked at (“don’t look, I’m not dressed”, “cool guys don’t look at explosions”, etc.) or perhaps it’s like facing away but only for the head/eyes rather than the whole body. But, the current actual usage seems to be no different from “looking sideways”.