Wow Jane. I can definitely imagine your look! So you're a dancer. I've seen a couple of local dancers wearing shorts over their stockings. Well I'm not certain if those are stockings. I think they're tights. They say tights are more comfortable than stockings/leggings and opaque tights are better underneath shorts.
There are also celebrities pulling off that look and it's also becoming a trend for fall.