In fact there are about 750,000,000 people alive today with no access to electricity. That's not to say they could all live off the land if society falls apart, but someone's going to survive.
I suppose I imagine the world being suddenly without power would cause a catastrophic amount of deaths.
Yes absolutely. A mass death event on a scale previously unseen.
You'll need a bigger gun to threaten the species though.