There are many interesting and thoughtful aspects of this design, but I found the fading effects and low-text-contrast parts distracting. Just something to consider if you're taking inspiration from it.
I think that's a fair critique. It's not a perfect execution, and there are some distractions in it. I still think, however, that the user experience is novel and interesting, and that it has a great thematic consonance with the subject matter.
If I were launching an e-book, for instance, I might use something like this page as a demo of sorts.