Atheist Spirituality?

I saw book in Chapters the other day that is a compendium of atheist spirituality. I don’t bring this up for any other reason than to ask, what is spirituality if you are an atheist? I know we get atheist readers here from time to time and I’m just asking this as an open question. At first glance spirituality and atheism seem incongruous, but perhaps not?