I don't know if this is quite what you're looking for, but it is one of my favorite books in this same vein. The Road by Cormac McCarthy. It is a story based in a bleak and empty post-apocalyptic setting, centered around a man and his son trying to survive.
A quick intro...
"The Road" is a work of stunning, savage, heartbreaking beauty. Set in the post-apocalyptic hell of an unending nuclear winter, Cormac McCarthy writes about a nameless man and his young son, wandering through a world gone crazy; bleak, cold, dark, where the snow falls down gray; moving south toward the coast, looking somewhere, anywhere, for life and warmth. Nothing grows in this blasted world; people turn into cannibals to survive. We don't know if we're looking at the aftermath of a nuclear war, or maybe an extinction level event -- an asteroid or a comet; McCarthy deliberately doesn't tell us, and we come to realize it doesn't matter anyway. Whether man or nature threw a wild pitch, the world is just as dead.