Turns out that there's also an option called "Display Mode" for the AOD. After a recent update mine was set to "Tap to display" (or something like that) so while it looks like it's off, you just tap the blank screen and it shows up. You can pick "Always on" if you'd prefer or, as the other poster mentioned, put it on a schedule.