Suspense/mystery in which character goes on an island full of rich people and he’s the stranger and needs to solve something
The Girl With The Dragon Tattoo fills this (both book and movie) and for another movie I know The Ghost Writer) Bonus points if it's depressing and it's more of a autumn/winter vibe.