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These books are ranked using the setting labels extracted for The City of Ember.
Setting labels used: underground city, post-collapse society, closed world, dimly lit city, artificial light, darkness, future society, self-contained community
Focused on “multi-level structure” 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.
Two children in a failing underground city decode a mystery that may be their only route to freedom.
Why this is here
Setting labels: underground city · post-apocalyptic city · dark city · dystopian city · sealed community · limited world · flickering lights · darkness beyond
Semantic match: ranked by setting
Distance: 0.0980
A failed artist’s search for a missing loved one leads into a decadent future city’s bioengineered underground nightmare.
Why this is here
Setting labels: dystopian city · underground city · subterranean civilization · futuristic metropolis · dying earth · post-collapse society · decaying city · vertical city · multi-level underworld · far future · urban ruins · alternate future · artificial city
Semantic match: ranked by setting
Distance: 0.0989
In a sealed underground silo, one sheriff’s forbidden choice uncovers a dangerous secret about life outside.
Why this is here
Setting labels: underground silo · subterranean community · post-collapse future · toxic surface · sealed bunker · claustrophobic setting · distant future · isolated society · multi-level structure
Semantic match: ranked by setting
Distance: 0.1317
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: 0.1041
In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.
Why this is here
Setting labels: post-apocalyptic Earth · artificial city · controlled society · future world · inside/outside divide · futuristic dystopia · urban circles
Semantic match: ranked by setting
Distance: 0.1197
A newly appointed sheriff in an underground silo investigates deadly secrets that threaten the fragile order holding her world together.
Why this is here
Setting labels: underground silo · post-apocalyptic world · isolated colony · self-contained society · desolate environment · subterranean setting · future society · restricted exterior
Semantic match: ranked by setting
Distance: 0.1223
A brainwashed teen enforcer must choose between loyalty to the system and the remnants of her former self.
Why this is here
Setting labels: dystopian city · post-apocalyptic world · controlled society · ruins · the wild · underground resistance · future society · new city
Semantic match: ranked by setting
Distance: 0.1229
In a surveilled walled city where self-expression is outlawed, a teen uncovers a hidden underground and a fight for freedom.
Why this is here
Setting labels: walled city · post-apocalyptic · underground world · dystopian future · surveillance state · restricted society · city under control
Semantic match: ranked by setting
Distance: 0.1229
A gay proxy and his privileged patron collide in a debt-ridden dystopia, then flee a system built on punishment.
Why this is here
Setting labels: futuristic city · dystopian future · post-collapse society · upper city · lower city · slum · wasteland · desert journey · technocratic society
Semantic match: ranked by setting
Distance: 0.1246
In a tightly controlled future city, a streetwise fixer uncovers the truth behind an apparently fair social order.
Why this is here
Setting labels: future society · urban complex · closed city · alternate reality · controlled future · technological society
Semantic match: ranked by setting
Distance: 0.1246
A humiliated young noble descends into a lethal underground world and uncovers a terrifying truth about his society.
Why this is here
Setting labels: dying planet · underground tunnels · ruined city · darkness · post-apocalyptic future · subterranean world · alien world
Semantic match: ranked by setting
Distance: 0.1255
A teen resistance fighter infiltrates an alien city through deadly games to uncover how the invaders rule Earth.
Why this is here
Setting labels: future Earth · occupied Earth · alien city · domed city · underground refuge · dystopian future · harsh artificial environment · post-collapse society
Semantic match: ranked by setting
Distance: 0.1266
