There are a few secrets, but since they are real secrets (no indication that they exist at all), it's kind of hard to stay motivated to find them.
But even though it's a one-playthrough game, it's well worth the money, IMO, because it's a really unique experience. I even go as far as declaring it an experience no human being should miss.