John, I think your books do exist on your device if you have downloaded them. Otherwise you would not be able to read them offline. They also exist as purchases in the Kindle store so that you can download them again if you get a new Kindle. Here's a link you might find useful.
https://ebookfriendly.com/back-up-kindle-books-2-ways/