Probably discussed elsewhere but you can do this if you jailbreak your Kindle, and either install one of the screensaver hacks or install KOReader and set the last page as your screensaver. A good guide to get started is at https://kindlemodding.org/
Thank you for the instructions. But it's really something that Amazon should do. Their power off screen is quite useless and gets really really old after a while.