The Fallout series has always had an intrinsic element of horror to it, even back during its isometric turn based phase in the 1990s. It's a world where mutated creatures roam the irradiated wastes unabated, humans are crammed into claustrophobic vaults where depraved experiments are conducted on them without their knowledge, and alien beings strafe the night sky, their motives unknown.