I don't think Super Stock was even a class during that period. Stock and Jr Stock. I stand corrected, it seems the class originated somewhere around 1956. Can't really find any examples of them though.
Although most of these are post '60 cars, there are a few here: http://www.georgeklass.net/super-stock.html