In the pictures I've seen of men dressed casually like you are, the socks are usually scrunched down to the top of the boots. Most of the time they're black, but there's no reason they couldn't be any color you like. In this case, comfort seems to be the goal; you're not out to dazzle folks at the Tartan Ball.