Socks all the time. All the time. all the fucking time. If socks didn't get wet in the shower I'd wear them in there.
Edit: actually, thinking about it, wet socks are probably worse than anything. Like buzzing insects make my brain itchy and my spine tickle, but wet socks do something far far far worse.