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.

IDG / Ashley Biancuzzo 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.