Interesting. It would never occur to me that this was something that needed to be "understood."
For my part, btw, the only reason I've ever had or required for being an atheist is that I had no reason to be a theist.
I may have mentioned this on the board before, but I actually really dislike the label "atheist." I do not appreciate being socially and culturally categorized relative to theists in that way.