Cognitive sychologists study this kind of question, as you might expect. Here's a paper (behind a paywall, sorry) where they asked people to name random digits. You don't get uniform distribution on 0,..,9.
I learned a little about this stuff when I was writing a blog post about detecting election fraud by looking for digits which looked more like "numbers made up by humans" than "numbers arrived at randomly."