How do you know it's genetic memory and not simply popular attitudes from childhood? I know when I was a kid people generally viewed spiders as a threat and so I adopted this attitude. It was only as an adult that I learned this is basically folklore and in my area not based on fact. But I don't think that's genetic, I think it is cultural. I would be curious to see what anthropologists have discovered about this.
