To the OP, many different kinds of people become atheists for many different reasons. Some do so after much intellectual deliberation, others in reaction to abusive treatment. As a group they are distinguished by a common intellectual concern but individually they are as diverse as any other collection of individuals. There really is nothing to understand about 'them' that is unique despite the superficial commonality of being atheists.
<insert profound quote here>