From your description it sounds like you looked quite effeminate. I would never have the balls to go out dressed like that myself, but:
On Halloween I actually did something similar. I saw it as a chance to wear a pair of pleather leggings I had. The "costume" was supposed to be an 80s Rocker, but the leggings tight fit around the ankles were obviously fem. Many people laughed and commented on the pants and it made me feel stupid for wearing them.
It seems much easier to go out totally en femme doesn't it?