If you don't see Dark Mode or Inverted Mode as options in the settings, update your Kindle software by going to Settings > Device Options > Advanced Options > Update Your Kindle, and then try again.

If you’re not committed to any books at the present time, you can always reset the Kindle back to its factory settings, which automatically removes all downloaded content. I ended up doing this ...