Some of his stories remind me of modern masterpieces like Stanley Kubrick's adaptation of The Shining, which I admit makes me unable to sleep normally for days after I've seen it.
Poe was able to tap into and exploit unconscious anxieties with his tales-he was a Freudian before Freud.