Conspiracy theories and false news stories often rely on a version of the conjunction fallacy to seem credible — the more resonant details are added to an outlandish story, the more plausible it begins to seem.
Indeed, President Kennedy chose to speak of such matters at Yale " because of the self-evident truth that a great university is always enlisted against the spread of illusion and on the side of reality."
Their books or songs may be touching and wise, but (in the parlance of criticism) it is a biographical fallacy to assume that the work reflects an artist's life or beliefs.
Pathetic fallacy is where the weather reflects the mood of a piece of literature to encourage the reader to connect and empathize with what's happening here.