Does it happen when you read only ebooks, or with traditional paper books, too?
If it happens when you read traditional books, too, could be something to do with acetylcholine and the nervous system. From my own hard experience I'm beginning to learn there's a big connection between the brain and gut, but I don't think it's just about the gut bugs unless they are the sole mediators of acetylcholine production and utilization.