"So" has just become a filler word, just as "like" has, I think.
(I was laughing at a club member who was having a small rant about the English Of The Youth Of Today, while, like, using, like, "like", like, every, like, other, like, word. I felt guilty, though, because I suspect he has a bit of a stammer and that's how he covers/deals with it.)