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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 “post-apocalyptic future” 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 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
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
A brainwashed elite girl begins to uncover her real identity in a controlled future society built on lies.
Why this is here
Setting labels: post-apocalyptic future · artificial society · underground refuge · elite boarding school · cave system · city under surveillance · controlled environment · closed society · futuristic world · dystopian future
Semantic match: ranked by setting
Distance: 0.1297
In a lightless underground world, a questioning young man chases the truth behind Light, Darkness, and his society’s myths.
Why this is here
Setting labels: underground caves · subterranean world · total darkness · post-nuclear world · post-apocalyptic future · collapsed surface civilization · cave society · tribal society · surface world · alternate sensory reality
Semantic match: ranked by setting
Distance: 0.1334
A teen awaiting beauty surgery discovers a rebellion that could expose the cost of her society’s perfect life.
Why this is here
Setting labels: future society · post-apocalyptic future · isolated cities · walled city · controlled society · high-tech future · wilderness · commune · ruins · distant future
Semantic match: ranked by setting
Distance: 0.1338
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 post-nuclear underground society, an emotion-filled girl becomes a test subject and uncovers truths about God, love, and her world.
Why this is here
Setting labels: post-apocalyptic future · underground society · post-nuclear war · controlled pods · scientific living space · toxic surface · futuristic world · closed society · survivalist colony
Semantic match: ranked by setting
Distance: 0.1380
In a collectivist future where even “I” is forbidden, one man’s curiosity sparks a dangerous quest for selfhood.
Why this is here
Setting labels: dystopian future · post-apocalyptic future · totalitarian state · collectivist society · dark age future · pre-industrial future · low-tech world · controlled society · underground hideout
Semantic match: ranked by setting
Distance: 0.1447
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
