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Cover of A Thousand Pieces of You by Claudia Gray
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A Thousand Pieces of You

Claudia Gray

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Similar in characterization

These books are ranked using the characterization labels extracted for A Thousand Pieces of You.

Characterization labels used: teen heroine, artistic protagonist, impulsive heroine, determined heroine, loyal daughter, scientist parents, mysterious love interest, brooding love interest, flirty assistant, archetypal love interests, grey morality, underdetermined antagonist

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

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Cover of The Catalyst by Helena Coggan

The Catalyst

Helena Coggan · 2015 · The War of Angels

A secretive teen enforcer in a magically divided London must choose between her hidden truth, her father, and a looming war.

Why this is here

Characterization labels: teen protagonist · strong female lead · morally grey · fiery heroine · secretive protagonist · determined · impulsive · intuitive · confident · arrogant · trained fighter · badass heroine · adopted daughter · mysterious father · protective father · Mary Sue (mixed) · flawed heroine · emotional restraint · young adult protagonist

Semantic match: ranked by characterization

Distance: 0.1035

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Cover of Monsters Born and Made by Tanvi Berwah

Monsters Born and Made

Tanvi Berwah · 2022

A desperate teen cheats into an elite monster-chariot race to save her family in a brutal, caste-bound island world.

Why this is here

Characterization labels: teen heroine · fierce protagonist · determined protagonist · angry protagonist · protective sibling · chronically ill sibling · abusive father · morally gray love interest · ex-boyfriend · elite rival · headstrong heroine

Semantic match: ranked by characterization

Distance: 0.1099

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Cover of The Memory Thief by Lauren Mansy

The Memory Thief

Lauren Mansy · 2019

In a memory-trading dystopia, a guilt-ridden teen joins rebels to save her mother and steal a prison map.

Why this is here

Characterization labels: teen heroine · gifted protagonist · guilty protagonist · broken heroine · morally gray lead · strong female lead · naive protagonist · trusting heroine · protective daughter · brooding love interest · loyal ally · ruler antagonist · power-hungry villain · desperate mother · young rebel · parentally motivated

Semantic match: ranked by characterization

Distance: 0.1154

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Cover of Hungry by H.A. Swain

Hungry

H.A. Swain · 2014

In a foodless future, a privileged teen begins feeling hunger and joins a hidden fight to bring real food back.

Why this is here

Characterization labels: privileged protagonist · teen heroine · hacker · rebellious girl · naive protagonist · young love interest · unreliable love interest · privileged love interest · rebel leader · scientist parents · best friend support · grandmother mentor

Semantic match: ranked by characterization

Distance: 0.1202

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Cover of Rubinrot by Kerstin Gier

Rubinrot

Kerstin Gier · 2009 · Edelstein-Trilogie

A teen girl discovers she's the real time-travel heir in a secret family line and is swept into a hidden London intrigue.

Why this is here

Characterization labels: teen heroine · awkward heroine · naive protagonist · relatable heroine · brave heroine · clever heroine · immature protagonist · arrogant love interest · bossy love interest · mysterious love interest · secretive mother · perfect cousin · loyal best friend · mischievous friend · icy grandmother · protective family

Semantic match: ranked by characterization

Distance: 0.1213

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Cover of The Mind Readers by Lori Brighton

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

Characterization labels: teen heroine · mind reader · freak · outsider · whiny protagonist · insecure protagonist · naive protagonist · strong heroine · compassionate heroine · mysterious love interest · controlling grandmother · mentor figure · popular girl · troubled father figure

Semantic match: ranked by characterization

Distance: 0.1245

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Cover of Wie die Dunkelheit befiehlt by Anna Benning

Wie die Dunkelheit befiehlt

Anna Benning · 2023 · Dark Sigils

A teen sigil-bearer joins rebels to break a magical bond, but the search tests love, loyalty, and fate.

Why this is here

Characterization labels: teen protagonist · female protagonist · willful heroine · naive heroine · ego-driven protagonist · pragmatic heroine · analytical heroine · morally conflicted characters · enigmatic love interest · antagonist · character growth · found family

Semantic match: ranked by characterization

Distance: 0.1290

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Cover of A Hole in the Sky by Peter F. Hamilton

A Hole in the Sky

Peter F. Hamilton · 2021 · Arkship

A teen girl on a failing generation ship uncovers hidden truths and races to save her people before the air runs out.

Why this is here

Characterization labels: teen heroine · curious protagonist · determined protagonist · naive protagonist · strong female lead · brother sister duo · love interest · best friend · rebel group · chosen one · morally gray authority

Semantic match: ranked by characterization

Distance: 0.1301

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Cover of Undertow by Michael Buckley

Undertow

Michael Buckley · 2015 · Undertow

A hidden half-Alpha teen must tutor a prince amid anti-Alpha unrest while a bigger danger rises from the sea.

Why this is here

Characterization labels: teen heroine · flawed heroine · secretive protagonist · strong heroine · feisty heroine · protective father · protective mother · brooding love interest · prince character · best friend · supportive friend · aggressive antagonists · minor characters with distinct personalities · complex heroine

Semantic match: ranked by characterization

Distance: 0.1316

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Cover of Code by Kathy Reichs

Code

Kathy Reichs, Brendan Reichs · 2013 · Virals

A teen pack’s geocache hunt turns into a deadly code game with bombs, secrets, and a race to stop a killer.

Why this is here

Characterization labels: teen heroine · alpha leader · smart teens · geeky friends · oblivious heroine · brooding love interest · protective pack · mature-for-age teen · homicidal villain · clueless parent · female rival

Semantic match: ranked by characterization

Distance: 0.1318

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Cover of The Taking by Kimberly Derting

The Taking

Kimberly Derting · 2014 · The Taking

A teen returns after five missing years unchanged, and must uncover what happened while her world moved on without her.

Why this is here

Characterization labels: teen girl protagonist · athlete protagonist · bratty heroine · strong-willed heroine · confused protagonist · angry heroine · suspicious father · protective love interest · supportive love interest · conspiracy theorist father · alienated family

Semantic match: ranked by characterization

Distance: 0.1324

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Cover of Origin by Jessica Khoury

Origin

Jessica Khoury · 2012 · Corpus

An immortal teen raised in a secret Amazon lab escapes the fence and uncovers dangerous truths about herself.

Why this is here

Characterization labels: immortal heroine · sheltered protagonist · curious protagonist · scientist raised · genetically engineered · perfect girl trope · love interest · native boy · young adult protagonist · emotionally conflicted · naive heroine · curious outsider · scientific mentor · villainous scientists

Semantic match: ranked by characterization

Distance: 0.1332

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Cover of MILA 2.0 by Debra Driza

MILA 2.0

Debra Driza · 2013 · MILA 2.0

A teen girl discovers she’s a manufactured android and flees those who built her, while fighting for her humanity.

Why this is here

Characterization labels: teen heroine · android protagonist · female action lead · sympathetic lead · strong heroine · vulnerable heroine · rebellious teen · brooding love interest · protective mother · mean girl · science-minded mother · mysterious ally · foil character · secretive parent

Semantic match: ranked by characterization

Distance: 0.1337

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Cover of Restoring Harmony by Joelle Anthony

Restoring Harmony

Joelle Anthony · 2010

In a post-collapse 2041, a teen must cross borders to rescue her grandparents and find a way home.

Why this is here

Characterization labels: teen heroine · resourceful protagonist · naive protagonist · optimistic protagonist · self-reliant protagonist · musical protagonist · strong female lead · bad boy love interest · mysterious stranger · stubborn elder · supportive family · orphaned children · criminal figures · kindhearted heroine · coming-of-age

Semantic match: ranked by characterization

Distance: 0.1352

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Cover of Dark Days by Kate Ormand

Dark Days

Kate Ormand · 2018

In a sealed sector facing cyborg annihilation, a teen races against a 15-day countdown to survive and resist.

Why this is here

Characterization labels: teen heroine · feisty heroine · strong female lead · impulsive protagonist · resigned protagonist · brave heroine · mysterious boy · depressed mother · frightened best friend · protective father · stubborn protagonist

Semantic match: ranked by characterization

Distance: 0.1357

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Cover of Parallel by Claudia Lefeve

Parallel

Claudia Lefeve · 2011 · Travelers

An orphan with hidden powers is pulled into a parallel reality where family, identity, and time are all unsettled.

Why this is here

Characterization labels: teen protagonist · orphan · foster kid · troubled teen · guarded heroine · smart heroine · sarcastic heroine · strong-willed heroine · passive protagonist · mature but fun · mysterious male lead · older love interest · popular girl · supportive best friend · delinquent youth · male lead with secrets · stubborn heroine

Semantic match: ranked by characterization

Distance: 0.1358

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Cover of The Starlight Crystal by Christopher Pike

The Starlight Crystal

Christopher Pike · 1995

A teen boards a near-light-speed space mission, only to face time’s extremes and a love that outlasts worlds.

Why this is here

Characterization labels: teen protagonist · young woman protagonist · love-struck heroine · determined heroine · lonely survivor · philosophical character · flat side characters · underdeveloped characters · love interest · father figure · alien beings · clones · incarnation selves · courageous protagonist

Semantic match: ranked by characterization

Distance: 0.1360

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Cover of Girl of Glass by Megan O'Russell

Girl of Glass

Megan O'Russell · 2019 · Girl of Glass

A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.

Why this is here

Characterization labels: teen heroine · naive heroine · strong heroine · sympathetic protagonist · morally conflicted · decisive protagonist · flawed protagonist · love interests · supporting character development · elite society · outsider survivors

Semantic match: ranked by characterization

Distance: 0.1363

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Cover of Chasing the Stars by Malorie Blackman

Chasing the Stars

Malorie Blackman · 2016

A lonely teen captain in deep space falls hard for a rescued stranger as secrets, murders, and betrayals close in.

Why this is here

Characterization labels: teen protagonists · twin siblings · female captain · brooding love interest · strong heroine · lonely protagonist · immature characters · controlling love interest · manipulative love interest · grief-stricken characters · untrusting characters · robot reveal · AI character

Semantic match: ranked by characterization

Distance: 0.1367

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Cover of Article 5 by Kristen Simmons

Article 5

Kristen Simmons · 2012 · Article 5

In a post-war America ruled by Moral Statutes, a teen girl flees to save her mother—with her first love now on the other side.

Why this is here

Characterization labels: teen heroine · rebellious mother · brooding soldier · tortured love interest · impulsive protagonist · naive protagonist · strong heroine · survivor · protective hero · moralistic authority figures

Semantic match: ranked by characterization

Distance: 0.1373

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Cover of Whispers in Autumn by Trisha Leigh

Whispers in Autumn

Trisha Leigh · 2012 · The Last Year

A teen girl who can't be mind-controlled by alien rulers must trust a stranger and uncover why she's different.

Why this is here

Characterization labels: teen heroine · lonely outcast · hidden identity · protective love interest · male love interest · guarded protagonist · spunky heroine · loyal · reluctant trust · conflicted

Semantic match: ranked by characterization

Distance: 0.1374

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Cover of The Love Interest by Helen Comerford

The Love Interest

Helen Comerford · 2024 · The Love Interest

A teen girl cast as a superhero’s “love interest” fights the role, the system behind it, and her own feelings.

Why this is here

Characterization labels: teen heroine · reluctant heroine · female lead · snarky protagonist · anxious protagonist · strong female lead · boyish love interest · sweet love interest · awkward love interest · female rage · girlboss · coming of age

Semantic match: ranked by characterization

Distance: 0.1374

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Cover of The Ship Beyond Time by Heidi Heilig

The Ship Beyond Time

Heidi Heilig · 2017 · The Girl from Everywhere

A teenage time traveler sails to a mythic utopia to challenge fate and save the person she loves.

Why this is here

Characterization labels: teen heroine · female captain · charming thief · best friend love interest · complex villain · stubborn protagonist · independent heroine · smart heroine · questioning identity · morally conflicted

Semantic match: ranked by characterization

Distance: 0.1375

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