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These books are ranked using the setting labels extracted for Among the Impostors.
Setting labels used: boarding school, windowless school, woods, totalitarian society, dystopian future, school grounds
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
At a girls-only boarding school, one student uncovers a terrifying program behind beauty, obedience, and control.
Why this is here
Setting labels: boarding school · near future · dystopian setting · elite academy · isolated institution · controlling environment · school enclosure
Semantic match: ranked by setting
Distance: 0.0967
An illegal third child is pulled into the enemy’s ranks and must decide who to trust while helping the resistance.
Why this is here
Setting labels: dystopian future · totalitarian society · Population Police headquarters · school raid · woods · boarding school · hidden cabin · secret hideout · scarce-food world
Semantic match: ranked by setting
Distance: 0.1052
A girls' boarding school in a war-torn future hides secrets, forcing four friends to survive and trust each other.
Why this is here
Setting labels: future world · dystopian future · war-torn society · boarding school · isolated school · wilderness setting · schoolcamp
Semantic match: ranked by setting
Distance: 0.1117
A captured illegal third child must choose between saving herself and betraying three imprisoned children to live.
Why this is here
Setting labels: dystopian future · totalitarian state · authoritarian government · prison cell · boarding school · forest hideout · boys' school · girls' school · famine-stricken world
Semantic match: ranked by setting
Distance: 0.1144
Escaped girls infiltrate a new school to destroy the corporation behind them, but freedom brings new threats.
Why this is here
Setting labels: near future · dystopian society · private school · boarding school · co-ed school · corporate control · institutional sexism · real world
Semantic match: ranked by setting
Distance: 0.1373
A queer teen enters a prestigious school that hides a conversion regime, then must outwit its control years later.
Why this is here
Setting labels: dystopian future · post-climate disaster · post-apocalyptic · futuristic · authoritarian society · school setting · finishing school · coastal town · city · isolated facility
Semantic match: ranked by setting
Distance: 0.1502
Four orphaned teens flee a brutal regime and uncover the truth of their parents, risking everything to spark revolt.
Why this is here
Setting labels: dystopian world · totalitarian state · boarding school · prison-like school · icy mountains · alternative universe · fascist society · underground resistance · secret headquarters · arena
Semantic match: ranked by setting
Distance: 0.1515
A half-demon necromancer bounty hunter hunts a psychic killer while being dragged back into her darkest past.
Why this is here
Setting labels: futuristic city · near future · urban setting · dystopian · magic and technology · boarding school · institutional abuse
Semantic match: ranked by setting
Distance: 0.1527
A grieving princess turns rebel, racing to topple her father’s regime while hiding a secret that changes everything.
Why this is here
Setting labels: dystopian future · palace · city · wilderness · school system · safe haven · capital · post-apocalyptic world
Semantic match: ranked by setting
Distance: 0.1535
A teen fugitive finds a supposedly safe town is just another layer of the same deadly experiment.
Why this is here
Setting labels: isolated school · small town · woods · confined setting · experimental facility · controlled community · near-future dystopia · fictional reality · camp
Semantic match: ranked by setting
Distance: 0.1581
On a rain-soaked Venus, a homesick girl who remembers the sun faces cruelty from classmates awaiting a rare glimpse of daylight.
Why this is here
Setting labels: Venus · schoolroom · classroom · colony world · underground school · constant rain · future world · space colony · dystopian environment
Semantic match: ranked by setting
Distance: 0.1616
A memory-wiped teen flees a brutal regime, unearths her past, and faces truths that could reshape her future.
Why this is here
Setting labels: dystopian future · remote mountain town · school setting · boarding house · controlled society · wilderness
Semantic match: ranked by setting
Distance: 0.1638
