Short for straight edge. This could either be a person trying to get their life together or some holier-than-thou idiot trying to make you feel bad for smoking a ciggy.
Josh: No, man, I don't poison my body with that filth, i'm stredge.
Not Josh: Who the fuck invited Josh to the house party?