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Redemption Prep

Samuel Miller

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Similar in premise + themes

These books are ranked using the premise + themes labels extracted for Redemption Prep. Books rank higher when they are close on every selected axis.

Premise labels used: missing person, boarding school mystery, exclusive school, investigation, secrets, suspect circle, student conspiracy

Themes labels used: secrecy, deception, manipulation, control, trust, identity, obsession, addiction, religion, science vs faith, ethics of experimentation, group loyalty, institutional power, chosen elite

This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + themes embeddings are close.

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Ruling Destiny

Alyson Noel · 2023 · Stolen Beauty

At a secretive time-travel academy, Natasha races through history for artifacts while deciding whom to trust—and who may be lying.

Why this is here

Premise labels: time travel · school mystery · artifact quest · secretive academy · trust nobody · love triangle · time heist · puzzle hunt · history mission · hidden ability · magical school · identity mystery

Themes labels: trust · lies · secrecy · identity · self-discovery · free will · fate · loyalty · betrayal · moral ambiguity · power · control · time manipulation · history and truth · choice · responsibility · memory · grief · trauma · ambition

Semantic match: ranked by premise + themes

Distance: 0.1670

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Variant

Robison Wells · 2011 · Variant

A foster teen wins a scholarship to a secluded boarding school and discovers it’s really a locked-down prison with deadly rules.

Why this is here

Premise labels: boarding school trap · foster kid · escape plot · secret school · school prison · student-run society · forced confinement · trust no one

Themes labels: survival · escape · control · identity · trust · freedom · authority · deception · paranoia · conformity · resistance · mob mentality · agency · institutional oppression · choice and consequence

Semantic match: ranked by premise + themes

Distance: 0.1748

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Masterminds

Gordon Korman · 2015 · Masterminds

A boy in a perfect New Mexico town uncovers a hidden experiment that makes him and his friends question everyone.

Why this is here

Premise labels: hidden conspiracy · isolated community · crime-free town · secret experiment · clones · criminal masterminds · truth discovery · parents are hiding something · escape plot · investigation

Themes labels: trust · deception · truth vs lies · nature vs nurture · identity · curiosity · free will · control · surveillance · good vs evil · morality · secrecy · institutional betrayal · coming of age · societal engineering

Semantic match: ranked by premise + themes

Distance: 0.1782

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The Vault of Dreamers

Caragh M. O'Brien · 2014 · The Vault of Dreamers

At a televised arts school, a low-ranked student skips sleep and uncovers a sinister secret hidden behind the cameras.

Why this is here

Premise labels: elite school · reality show · creativity experiment · dream mining · privacy invasion · student competition · conspiracy investigation · forced sleep

Themes labels: privacy · surveillance · identity · creativity · dreams · truth-seeking · manipulation · control · popularity · ethics · trust · sanity · class inequality · freedom · performance

Semantic match: ranked by premise + themes

Distance: 0.1899

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Stealing Infinity

Alyson Noel · 2022 · Stolen Beauty

A troubled teen is sent to a secret island academy where time travel, stolen artifacts, and hidden agendas collide.

Why this is here

Premise labels: time travel · boarding school · secret academy · artifact theft · mysterious power · elite recruitment · remote island school · hidden agenda

Themes labels: trust · secrets · identity · morality · family loss · grief · belonging · power · fate · time · deception · choice · coming of age · memory

Semantic match: ranked by premise + themes

Distance: 0.1907

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The Intruders

Michael Marshall · 2007

An ex-cop-turned-writer searches for his missing wife and uncovers a sinister supernatural conspiracy.

Why this is here

Premise labels: missing spouse · missing child · murder mystery · supernatural conspiracy · body takeover · secret society · ex-cop protagonist · dark secret

Themes labels: identity · possession · loss of control · trust · deception · hidden past · mortality · grief · closure · good vs evil · mental illness · substance abuse

Semantic match: ranked by premise + themes

Distance: 0.1919

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Alliance

Mark Frost · 2035 · The Paladin Prophecy

A teen with emerging powers stays at a secretive school over summer and uncovers deeper truths, betrayals, and danger.

Why this is here

Premise labels: secret society · chosen teens · special powers · coming-of-power · hidden conspiracy · quest for answers · friend-or-foe · good versus evil · superpowered students · mystery uncovering · summer investigation

Themes labels: identity · friendship · loyalty · betrayal · trust · self-discovery · good and evil · power and responsibility · being different · family · secrets · coming of age · choice · sacrifice

Semantic match: ranked by premise + themes

Distance: 0.1941

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Exposure

Kathy Reichs · 2014 · Virals

A teen pack with dangerous powers investigates a school kidnapping while their own secrets and bonds begin to unravel.

Why this is here

Premise labels: kidnapping mystery · secret powers · pack secrecy · investigation under pressure · experimental virus · shifting bonds · race against time

Themes labels: secrecy · consequences · loyalty · trust · forgiveness · identity · adolescence · control vs loss of control · science and ethics · independence · belonging

Semantic match: ranked by premise + themes

Distance: 0.1969

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3:34 a.m.

Nick Pirog · 2021 · Henry Bins

A man awake only one hour a day hunts his missing mother while a cold case and a government plot unravel his past.

Why this is here

Premise labels: missing mother · secret experiment · government conspiracy · cold case · identity search · condition mystery · flash drive mystery · family secrets

Themes labels: identity · memory · family secrets · trust · truth seeking · free will · government power · surveillance · torture · past consequences · sacrifice

Semantic match: ranked by premise + themes

Distance: 0.1975

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Conspiracies

F. Paul Wilson · 2000 · Repairman Jack

A hardboiled fixer investigates a missing woman at a conspiracy convention and stumbles into a larger supernatural war.

Why this is here

Premise labels: missing person case · conspiracy theory convention · vigilante fixer · supernatural mystery · hidden world · cosmic conflict

Themes labels: good vs evil · paranoia · truth vs delusion · hidden reality · conspiracy culture · trust · identity · destiny · cosmic stakes · skepticism · violence and justice

Semantic match: ranked by premise + themes

Distance: 0.1976

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Pines

Blake Crouch · 2012 · Wayward Pines

A federal agent wakes in a strange Idaho town with no ID, no exit, and a mystery that keeps deepening.

Why this is here

Premise labels: missing agents · amnesia · isolated town · no way out · secretive community · investigation gone wrong · survival thriller · hidden truth · conspiracy

Themes labels: identity · truth vs comfort · paranoia · control · freedom · surveillance · gaslighting · survival · human nature · humanity · morality · conformity · secrecy · trust · fear

Semantic match: ranked by premise + themes

Distance: 0.2013

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The Icarus Plot

Timothy Zahn · 2022 · The Icarus Saga

An ex-bounty hunter and his alien partner chase a missing woman and a secret project in a twisty space conspiracy.

Why this is here

Premise labels: missing person · secret project · cat-and-mouse · bounty hunt · planet survey · revenge quest · conspiracy · quest for truth · underworld intrigue · search mission

Themes labels: revenge · truth and deception · hidden motives · power and monopoly · money and survival · agency · loyalty · trust · identity · manipulation · competence · moral choice

Semantic match: ranked by premise + themes

Distance: 0.2017

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