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These books are ranked using the setting labels extracted for Hive.
Setting labels used: dystopian future, sealed habitat, hexagonal houses, communal living, cult-like community, isolated settlement, indoors world, bee hive analogy, unknown time, unknown place, post-apocalyptic, self-contained world, artificial light, religious sect
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
In a future with no girls for 50 years, one sheltered teen must choose between duty to humanity and forbidden love.
Why this is here
Setting labels: dystopian future · post-apocalyptic world · tower · dome · isolated enclave · flooded world · ruined earth · real world / tower contrast · artificial environment · technological future
Semantic match: ranked by setting
Distance: 0.1088
A long-awaited finale sends Elspeth into the Red Land to stop catastrophe and decide what freedom will cost.
Why this is here
Setting labels: post-apocalyptic world · imaginary places · lost community · red land · habitat · beforetime future · dystopian landscape · walled community
Semantic match: ranked by setting
Distance: 0.1129
In a brutal cult-dystopia, a rebellious servant and the man sent to punish her are forced into a forbidden bond.
Why this is here
Setting labels: dystopian future · cult community · isolated community · religious society · patriarchal society · full moon ritual · future setting · closed world
Semantic match: ranked by setting
Distance: 0.1189
An Omega hiding as a Beta in a brutal dystopia is drawn into the orbit of a powerful Alpha who wants to expose and claim her.
Why this is here
Setting labels: dystopian future · slums · sky city · class hierarchy · polluted world · post-apocalyptic world · futuristic city · oppressive society · scientific worldbuilding · factional power structure · air-scarce society
Semantic match: ranked by setting
Distance: 0.1193
A short companion prequel following Michael as he watches Callie and glimpses the dangerous world of Starters.
Why this is here
Setting labels: dystopian future · post-apocalyptic world · street survival · abandoned building · class-divided society · collapsed adult population
Semantic match: ranked by setting
Distance: 0.1216
A teenage girl, a secret-lab weapons director, and a self-aware weapon converge in a dream-sick cosmic nightmare.
Why this is here
Setting labels: dystopian future · apocalyptic world · secret laboratory · mobile home · dreamscape · alternate reality · Carcosa mythos · hallucinatory landscapes · abandoned cities · dimensional space
Semantic match: ranked by setting
Distance: 0.1227
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: 0.1230
A young guild apprentice learns his city’s survival depends on a secret, ever-moving journey through a warped world.
Why this is here
Setting labels: future Earth · mobile city · post-apocalyptic wasteland · hostile landscape · closed habitat · isolated society · alternate physics · hyperbolic space · mathematical world · dystopian future
Semantic match: ranked by setting
Distance: 0.1235
In a walled dystopian town where boys vanish at 18, one teen hunts the truth and the world beyond the Wall.
Why this is here
Setting labels: walled village · isolated community · dystopian society · post-apocalyptic world · primitive settlement · outside-world discovery
Semantic match: ranked by setting
Distance: 0.1275
Nineteen YA short stories imagine what survives after collapse, from plague and war to monsters, walls, and strange new orders.
Why this is here
Setting labels: post-apocalyptic · dystopian · near future · far future · space habitat · generation ship · walled society · ruined world · collapsed civilization · catastrophic future · alternate future · isolated communities
Semantic match: ranked by setting
Distance: 0.1281
An amnesiac teen with a clue written on her hand must flee a controlled future and uncover who she is.
Why this is here
Setting labels: dystopian future · lab · hospital · secret colony · hidden refuge · controlled society · scientific future · post-human world
Semantic match: ranked by setting
Distance: 0.1306
A captured human woman and a caged alien warrior team up to survive, escape slavers, and confront a dangerous mate bond.
Why this is here
Setting labels: dystopian future · post-apocalyptic Earth · deserted planet · uninhabited planet · space travel · galactic society · alien world · ring of planets · future society · human breeding facility
Semantic match: ranked by setting
Distance: 0.1320
