While none of the American Horror Story seasons are strictly based on a single, fully true story, they often incorporate real-life elements and urban legends to add depth and spookiness to the plots.
To be honest, no specific season of American Horror Story is a one-to-one adaptation of a single true story. However, many of the themes and concepts draw inspiration from real-life fears and historical occurrences.