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Combine common axes
These books are ranked using the setting labels extracted for self/less.
Setting labels used: walled city, post-apocalyptic, underground world, dystopian future, surveillance state, restricted society, city under control
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
An elite boy in a sealed futuristic city shelters a fugitive, triggering a conspiracy and a bond that could change everything.
Why this is here
Setting labels: futuristic city · walled city · dystopian society · authoritarian city · near future · controlled city · post-collapse world
Semantic match: ranked by setting
Distance: 0.0715
A volunteer advocate in a sealed, resource-starved city is pulled beyond the wall and into a dangerous truth.
Why this is here
Setting labels: Post apocalyptic · Walled city · Locked-down city · Overcrowded city · Wasteland outside · Pandemic world · Near future · Dystopian society · Isolated enclave
Semantic match: ranked by setting
Distance: 0.0773
Humanity hides behind towering walls until a colossal Titan attack shatters its fragile safety and forces a fight for survival.
Why this is here
Setting labels: walled city · post-apocalyptic · dystopian future · military society · constrained enclave
Semantic match: ranked by setting
Distance: 0.0806
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: 0.0809
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: 0.0820
In a sealed dystopian city, a teenage fighter must hunt her genetically identical Alt before time runs out.
Why this is here
Setting labels: walled city · fortress city · post-apocalyptic world · war zone outside · controlled society · resource scarcity · futuristic society · high-violence society
Semantic match: ranked by setting
Distance: 0.0852
Separated by captivity and prison, Rachel and Logan must outlast ruthless enemies to save their world.
Why this is here
Setting labels: post-apocalyptic future · walled city-states · wasteland · desolate future · dystopian society · medieval-like setting · city-state politics · underground monsters
Semantic match: ranked by setting
Distance: 0.0870
A body-double twin must survive a war-torn city, find her missing sister, and outmaneuver her tyrannical father.
Why this is here
Setting labels: future Earth · dystopian city-state · post-rusties world · AI city · rebellion-era society · near-future · walled city · surveillance state · free city · post-apocalyptic future
Semantic match: ranked by setting
Distance: 0.0896
A revenge-driven villain infiltrates a superhero order, only to question loyalty, justice, and her growing feelings.
Why this is here
Setting labels: futuristic world · dystopian city · post-anarchy society · superpowered society · urban setting · underground hideout
Semantic match: ranked by setting
Distance: 0.0925
A Titans prequel follows an outcast boy and a sheltered girl navigating cruelty, secrets, and survival behind the walls.
Why this is here
Setting labels: walled city · pre-apocalypse · post-attack aftermath · humanity under siege · fantastical reality · dystopian society
Semantic match: ranked by setting
Distance: 0.0925
In a walled postwar city, a human official’s daughter and a half-blood Darkling risk everything for a forbidden bond.
Why this is here
Setting labels: post-apocalyptic · postwar city · walled city · segregated society · dystopian future · ruined city · urban setting · one-city focus · politicized society · militarized society
Semantic match: ranked by setting
Distance: 0.0938
An amnesiac girl must survive a brutal outpost, evade robotic law enforcers, and uncover who she was.
Why this is here
Setting labels: dystopian future · post-apocalyptic world · broken city · walled outpost · harsh urban wasteland · authoritarian society · robotic law enforcement · scarcity-driven society · future frontier
Semantic match: ranked by setting
Distance: 0.0968
