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These books are ranked using the setting labels extracted for Asfixia.
Setting labels used: post-apocalyptic Earth, surface wasteland, underground city, civilian bunker, toxic atmosphere, future setting, collapsed society, government-controlled regime
Focused on “green surface world” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A bunker wife is traded to a younger outsider and discovers the world—and her life—have been built on lies.
Why this is here
Setting labels: underground bunker · post-apocalyptic world · outside wasteland · ruined future · closed society · green surface world
Semantic match: ranked by setting
Distance: 0.0812
A sheltered teen leaves his bunker after disaster and must survive a monster-haunted wasteland and a spreading virus.
Why this is here
Setting labels: post-apocalyptic world · underground bunker · wasteland · ruined earth · desolate landscape · surface survival · near-future · earth after impact
Semantic match: ranked by setting
Distance: 0.0755
A sentient mushroom infiltrates a ruined human base to recover his stolen spore while hiding from a deadly judge.
Why this is here
Setting labels: post-apocalyptic Earth · dystopian future · human bases · wasteland · mutated ecosystem · militarized society · cosmic radiation aftermath · ecological collapse · fortified enclaves
Semantic match: ranked by setting
Distance: 0.0868
A rebellious woman exiled from her bunker learns the outside world survived—and reunites with two lost lovers.
Why this is here
Setting labels: bunker society · post-apocalyptic · dystopian future · surface wasteland · underground confinement · volcanic aftermath · New Mexico (version of) · claustrophobic setting · recovered earth
Semantic match: ranked by setting
Distance: 0.0908
In a dust-ravaged domed city, a teen girl with dangerous hidden powers must protect her brother and outrun a system built to destroy them.
Why this is here
Setting labels: post-apocalyptic Earth · domed city · corporate-run society · ruined wasteland · dust-covered world · futuristic society
Semantic match: ranked by setting
Distance: 0.0917
A surface mission in a ruined future Earth uncovers buried truths, mounting unrest, and a dangerous leader’s secrets.
Why this is here
Setting labels: post-apocalyptic Earth · flying airship · surface wasteland · radiated wasteland · toxic planet · future Earth · destroyed world · closed society
Semantic match: ranked by setting
Distance: 0.0923
An amnesiac paraplegic is sent across a ruined wasteland on a mysterious mission that may reveal what he truly is.
Why this is here
Setting labels: post-apocalyptic world · radiated wasteland · underground community · ruined city · toxic environment · nuclear aftermath · futuristic dystopia
Semantic match: ranked by setting
Distance: 0.0940
Six strangers wake in a bunker after a world-ending event and must solve a survival experiment with hidden motives.
Why this is here
Setting labels: underground facility · bunker · research facility · post-apocalyptic world · toxic atmosphere · island · future earth · near-extinction future · dystopian world
Semantic match: ranked by setting
Distance: 0.0973
In a nuclear-ravaged world split between Dome-dwellers and mutated survivors, two teens risk everything to find truth.
Why this is here
Setting labels: post-apocalyptic future · nuclear holocaust aftermath · domed enclave · wasteland · ash-covered world · controlled society · ruined Earth · climate-controlled dome
Semantic match: ranked by setting
Distance: 0.0981
A themed anthology of post-apocalyptic stories exploring many versions of life after collapse, from bleak to hopeful.
Why this is here
Setting labels: post-apocalyptic world · near future · far future · ruins · wasteland · collapsed civilization · deserted civilization · quarantined colony · tunnels · outposts
Semantic match: ranked by setting
Distance: 0.0996
A cosmic plague turns people into kaiju, and a few giant heroes must survive the wreckage of a world rebuilt around them.
Why this is here
Setting labels: post-apocalyptic Earth · cosmic scale · destroyed city · wasteland · sealed city · outside the wall · dystopian future · survival society · space-faring threat
Semantic match: ranked by setting
Distance: 0.1002
A wrongfully sentenced prisoner in an underground dystopia must survive a brutal prison and a dangerous guard.
Why this is here
Setting labels: underground city · dystopian future · post-apocalyptic world · subterranean prison · domed elite city · radiation wasteland · controlled society · totalitarian state · post-collapse future · claustrophobic setting
Semantic match: ranked by setting
Distance: 0.1027
