Oh my goodness...it works. The only difference between this time and my previous attempts was not having the wipe option selected.

Although, I just noticed that it only works when it's connected to my computer. I plugged my USB cable into the wall to top up the phone's charge faster, and it did the reboot to blank screen. Why would that happen?