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Genius Squad

Catherine Jinks

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Similar in premise + themes

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

Premise labels used: foster care, identity uncertainty, protective custody, hacking team, secret organization, teen investigators, conspiracy takedown, forced alliance, recruitment trap, coming-of-age

Themes labels used: identity, morality, good and evil, trust, belonging, choice, agency, foster care, disability, ableism, surveillance, loyalty, family, coming of age, manipulation

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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Maximum Ride, Vol. 4

NaRae Lee, James Patterson · 2011 · Maximum Ride: The Manga

A fledgling found family hides out at school while secrets, clones, and betrayal push them toward another escape.

Why this is here

Premise labels: escaped experiments · superpowered teens · fugitive group · secret school · hidden identity · family-in-hiding · betrayal among allies · mission pressure

Themes labels: family · trust · betrayal · identity · freedom · transformation · belonging · control · secrecy · safety vs risk · good and evil

Semantic match: ranked by premise + themes

Distance: 0.1384

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The Prisoner of Cell 25

Richard Paul Evans · 2011 · Michael Vey

A bullied teen with secret electric powers uncovers other gifted kids and a conspiracy that targets them all.

Why this is here

Premise labels: secret powers · electric powers · gifted teens · bullied outcast · hidden identity · quest for answers · kidnapped mother · secret experiment · powerful organization

Themes labels: identity · acceptance · bullying · good vs evil · moral choice · loyalty · justice · control · equality · disability visibility · coming of age

Semantic match: ranked by premise + themes

Distance: 0.1480

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The Girl in the Box: Books 1-3

Robert J. Crane · 2014 · The Girl in the Box/Out of the Box Universe

A sheltered teen discovers hidden powers and a secret metahuman world while hunted by dangerous factions.

Why this is here

Premise labels: secret powers · abused teen · escaped captivity · metahuman world · hunted heroine · captor pursuit · hidden organizations · coming of age

Themes labels: abuse · trauma · identity · freedom · trust · self-discovery · control · power · morality · belonging · isolation · agency · coming of age · truth and secrets

Semantic match: ranked by premise + themes

Distance: 0.1542

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The Son

Veronica Roth · 2014 · Divergent

A post-initiation Dauntless novice weighs leadership, uncovers a conspiracy, and confronts a life-changing family secret.

Why this is here

Premise labels: post-initiation · leadership training · faction politics · hidden conspiracy · family secret · identity crisis · career choice · dystopian hierarchy

Themes labels: identity · free will · control · belonging · agency · loyalty · betrayal · coming of age · self-determination · fear · bravery · power politics · secrecy · truth

Semantic match: ranked by premise + themes

Distance: 0.1627

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The Mind Readers

Lori Brighton · 2010 · Mind Readers

A teen mind reader is drawn into a hidden community of her kind, where trust and freedom may cost everything.

Why this is here

Premise labels: mind reading · hidden power · secret identity · supernatural teens · murder mystery · chosen refuge · power struggle · moral dilemma · trust issues · secret society

Themes labels: identity · acceptance · belonging · secrecy · free will · right and wrong · morality · trust · coming of age · power and responsibility · control · isolation

Semantic match: ranked by premise + themes

Distance: 0.1631

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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: 0.1636

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Impulse

Steven Gould · 2013 · Jumper

A sheltered teen from a teleporting family discovers her own powers and pushes into school, friends, and danger.

Why this is here

Premise labels: teleportation · coming of age · secret ability · overprotective parents · teen independence · high school life · family under threat

Themes labels: independence · normalcy · secrecy · family trust · coming of age · socialization · responsibility · power and ethics · using power for good · humanitarianism · privacy · belonging · teen angst · identity · trauma recovery · self-reliance

Semantic match: ranked by premise + themes

Distance: 0.1647

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The Pretender

K.A. Applegate, Katherine Applegate · 1998 · Animorphs

A hawk-bodied teen faces a family trap, a rescue mission, and a shattering truth about who he really is.

Why this is here

Premise labels: identity crisis · hidden parentage · family secret · false relative · territorial conflict · rescue mission · morphing dilemma · normal life temptation · found family

Themes labels: identity · belonging · humanity · otherness · family · war morality · sacrifice · instinct vs emotion · self-acceptance · survival · trauma · prejudice · love vs duty · choice · loyalty

Semantic match: ranked by premise + themes

Distance: 0.1663

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Don't Turn Around

Michelle Gagnon · 2012 · Persefone

A teen hacker on the run joins forces with a rich-boy hacktivist to expose a deadly conspiracy targeting forgotten kids.

Why this is here

Premise labels: teen hacker · foster care survivor · off the grid · kidnapping · medical conspiracy · human experimentation · runaway teens · corporate secrecy · hacktivism · identity concealment

Themes labels: survival · institutional neglect · corruption · trust · identity · injustice · secrecy · control · social invisibility · technology and power · class divide · corporate abuse · exposure of hidden systems · self-reliance

Semantic match: ranked by premise + themes

Distance: 0.1667

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Dark Blue Rising

Teri Terry · 2020 · The Circle Trilogy

A secluded teen’s world collapses when she learns her mother was lying about everything, and the sea may hold the answers.

Why this is here

Premise labels: hidden identity · kidnapped child · family secret · search for truth · identity mystery · coming-of-age under pressure · forced relocation · conspiracy mystery · genetic secret · water connection

Themes labels: identity · belonging · trust · deception · family secrets · environmental crisis · climate change · control · freedom · trauma · independence · surveillance · truth seeking · abusive parenting · genetics

Semantic match: ranked by premise + themes

Distance: 0.1683

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The Panopticon

Jenni Fagan · 2012

A bloodied, memory-blurred teen in care confronts surveillance, trauma, and the possibility of an experiment watching her.

Why this is here

Premise labels: care system · foster care · juvenile detention · troubled teens · missing memory · surveillance · identity crisis · institutional abuse · runaway teen · survival

Themes labels: foster care · social injustice · institutional neglect · child welfare · abuse · trauma · survival · identity · belonging · trust · paranoia · memory · loss · resilience · freedom · hope · marginalization · class inequality · surveillance · system failure

Semantic match: ranked by premise + themes

Distance: 0.1693

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Recruitment

K.A. Riley · 2018 · The Resistance Trilogy

A teen girl is drafted into a secretive military program where training, puzzles, and lies reveal a deeper conspiracy.

Why this is here

Premise labels: forced recruitment · teen draft · controlled society · secret war · training facility · coming-of-age

Themes labels: control · conformity · trust · identity · coming of age · teamwork · chosen family · resistance · deception · survival

Semantic match: ranked by premise + themes

Distance: 0.1699

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