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Cover of MILA 2.0 by Debra Driza
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MILA 2.0

Debra Driza

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Similar in tone + premise

These books are ranked using the tone + premise labels extracted for MILA 2.0. Books rank higher when they are close on every selected axis.

Tone labels used: action-packed, fast-paced, adrenaline-fueled, thrilling, fun, intense, emotional, tense, intriguing, uneven, melodramatic, broody, exciting

Premise labels used: android identity, hidden identity, on the run, manufactured self, humanity question, government pursuit, secret project, artificial intelligence, memory loss, identity crisis

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

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Cover of Elites of Eden by Joey Graceffa

Elites of Eden

Joey Graceffa · 2017 · Children of Eden

A brainwashed elite girl begins to uncover her real identity in a controlled future society built on lies.

Why this is here

Tone labels: thrilling · tense · fun · quick · exciting · thought-provoking · melodramatic · suspenseful · emotional · timely

Premise labels: hidden identity · memory loss · brainwashing · false reality · artificial world · second child · elite school · underground resistance · restricted society · identity crisis · love triangle · state control

Semantic match: ranked by tone + premise

Distance: 0.1623

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Cover of Mindbreaker by Kate Dylan

Mindbreaker

Kate Dylan · 2023 · Mindwalker

A cult-raised teen accepts a corporate cure, only to wake in a robot body and uncover a conspiracy about identity and control.

Why this is here

Tone labels: tense · thrilling · electric · rebellious · angsty · snarky · witty · fun · dark · darker · horrifying · high-energy · emotional · thought-provoking

Premise labels: mind upload · robot body · identity crisis · body autonomy · corporate control · anti-tech cult · experimental technology · terminal illness · save or betray · corporate conspiracy · humanity question · memory gaps · hidden agenda · escape and expose

Semantic match: ranked by tone + premise

Distance: 0.1792

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Cover of The Rising by Heather Graham

The Rising

Heather Graham, Jon Land · 2017 · Rising

A football star and his tutor are pulled into a deadly alien conspiracy that upends everything they know about his past.

Why this is here

Tone labels: fast-paced · suspenseful · action-packed · lightweight · tense · melodramatic · fun · thrilling · exciting · intense

Premise labels: alien invasion · adopted identity · teen on the run · saving the world · secret past · conspiracy

Semantic match: ranked by tone + premise

Distance: 0.1890

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Cover of The Replaced by Kimberly Derting

The Replaced

Kimberly Derting · 2015 · The Taking

On the run from the NSA, a teen with strange abilities risks everything to rescue the boy she loves.

Why this is here

Tone labels: chilling · explosive · twisty · psychological · fast-paced · gripping · tense · creepy · action-packed · angsty

Premise labels: alien abduction · returned survivors · on the run · search mission · government experiment · secret facility · rescued love interest · identity uncertainty · humanity question · hidden powers

Semantic match: ranked by tone + premise

Distance: 0.1908

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Cover of Divergent by Veronica Roth

Divergent

Veronica Roth · 2012 · Divergent

A girl must choose a faction in a rigid future Chicago, but her secret makes her a target.

Why this is here

Tone labels: fast-paced · intense · gritty · thrilling · exciting · addictive · tense · violent · fun · dark · suspenseful · adrenaline-heavy · entertaining · mysterious · emotional

Premise labels: faction society · coming of age · identity search · choice under pressure · hidden identity · dangerous aptitude · initiation trial · family separation · social control

Semantic match: ranked by tone + premise

Distance: 0.1908

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Cover of Altered by Jennifer Rush

Altered

Jennifer Rush · 2013 · Altered

A sheltered teen flees with four amnesiac, genetically altered boys and must uncover the secrets of their pasts before they’re caught.

Why this is here

Tone labels: fast-paced · intense · adrenaline-fueled · suspenseful · mysterious · romantic · action-packed · thrilling · fun · addictive · tense

Premise labels: genetically altered boys · secret lab · runaways · memory loss · secret project · on the run · hidden identities · government conspiracy · escape mission · search for the past

Semantic match: ranked by tone + premise

Distance: 0.1928

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Cover of False Memory by Dan Krokos

False Memory

Dan Krokos · 2012 · False Memory

An amnesiac teen must trust a stranger to uncover her identity and escape the secret experiment behind her powers.

Why this is here

Tone labels: action-packed · suspenseful · thrilling · tense · adrenaline rush · fun · gripping · romantic · intense · mysterious

Premise labels: amnesia · memory loss · genetic experimentation · psychic weapons · teen super-soldiers · elite team · weaponized teens · identity mystery · fugitives

Semantic match: ranked by tone + premise

Distance: 0.1992

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Cover of Ringer by Lauren Oliver

Ringer

Lauren Oliver · 2017 · Replica

Two separated girls navigate cloning fallout, hidden dangers, and identity questions in a dual-track sci-fi sequel.

Why this is here

Tone labels: eerie · creepy · suspenseful · intense · bleak · thought-provoking · emotional · intriguing · darker · thrilling · adrenaline-fueled · tense

Premise labels: human cloning · identity crisis · ethical dilemma · on the run · mistaken identity · search for a cure · outsider status · escape from institution

Semantic match: ranked by tone + premise

Distance: 0.2020

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Cover of Concealed by Christina Diaz Gonzalez

Concealed

Christina Diaz Gonzalez · 2021

A girl in witness protection races to save her missing parents and uncover the truth about her hidden past.

Why this is here

Tone labels: suspenseful · tense · fast-paced · action-packed · nail-biting · emotional · fun · thrilling · cinematic

Premise labels: witness protection · identity mystery · family secrets · on the run · missing parents · truth-seeking · hidden past · rescue mission

Semantic match: ranked by tone + premise

Distance: 0.2021

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Cover of Thin Air by Rachel Caine

Thin Air

Rachel Caine · 2007 · Weather Warden

An amnesiac weather warden must recover her identity while a demon steals her life and factions turn against her.

Why this is here

Tone labels: fast-paced · action-packed · intense · emotional · heartbreaking · fun · frustrating · soap opera · thrilling · bittersweet · high-stakes · exciting

Premise labels: amnesia · identity recovery · evil twin · memory theft · demon impersonation · weather control · Djinn conflict · power awakening

Semantic match: ranked by tone + premise

Distance: 0.2042

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Cover of Out of Body: A Thrilling YA Body-Swap Tale of Friendship and Identity by Nia Davenport

Out of Body: A Thrilling YA Body-Swap Tale of Friendship and Identity

Nia Davenport · 2024

A Black teen wakes up in her friend’s body and must outwit secrets, tech, and betrayal to reclaim her life.

Why this is here

Tone labels: thrilling · suspenseful · unsettling · stressful · fun · captivating · propulsive · tense · emotive

Premise labels: body swap · identity crisis · friendship betrayal · race against time · false identity · tech conspiracy · secret agenda

Semantic match: ranked by tone + premise

Distance: 0.2070

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Cover of The Amazon Code by Nick Thacker

The Amazon Code

Nick Thacker · 2016 · Harvey Bennett

Dream research uncovers a hidden message, sending a ragtag team into the Amazon to outrun mercenaries and a secret conspiracy.

Why this is here

Tone labels: suspenseful · action-packed · thrilling · adventurous · tense · fast-moving · exhilarating · fun · gripping · intense · nerve-racking

Premise labels: dream recording · hidden message · neuroscience · shadow organization · jungle chase · lost city quest · ancient secret · scientific mystery

Semantic match: ranked by tone + premise

Distance: 0.2099

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