This paper tries to study the question of whether the notion of collective UNCONSCIOUS as developed by Jung has any neural correlates. Also, the notion will be pinned down with respect to the realm of cognitive science as well as the interpretation of modern cognitive psychologists. For example, it will be shown that UNCONSCIOUS human emotions somehow are related to the long term memory which has genetic base in psychology and is based on the changes in genotype structure. With reference to the ideas projected by people such as Roederer, Panksepp, and McLennan, it will be clarified that why in natural dreams and imaginations, there are always fixed backgrounds, called archetypes by Jung. The claim, then, is that archetypes have to do with brain structure, neurons, and genetics of the brain structure.