It's interesting that you say that. Bertrand Russell writes in "The History of Western Philosphy" that the backdrop against which Stoicism (and Epicureanism for that matter) first flourished was a Greek civilization in decline. Life was becoming harder and harder for a majority of people, so people sought refuge in these two philosophies.