Although I've not ridden in the Carolinas at that temperature, I was at 20>. When I lived in west suburban Chi. town, we had a group that would ride on the Illinois Prairie path at night when it was frequently below freezing, and yes, clothing choice was the critical factor for comfort. We also rode on New Years Day as a "tradition" like the Polar Bear Club swimming in Lake Michigan!