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The Infinite

Lori M. Lee

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for The Infinite. Books rank higher when they are close on every selected axis.

Characterization labels used: strong heroine, conflicted heroine, headstrong protagonist, caregiving protagonist, reckless protagonist, supporting love interest, secretive brother, new ruler, supporting cast expansion

Relationships labels used: sibling bond, love triangle, romantic tension, family loyalty, brother sister relationship, political alliances, betrayal, unconditional love, friendship

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

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Black Moon

Romina Russell · 2016 · Zodiac

A suspended peace unravels as a young visionary hunts a hidden enemy, family truths, and her own uncertain heart.

Why this is here

Characterization labels: courageous heroine · visionary leader · mature protagonist · indecisive protagonist · politically aware · suspicious heroine · manipulative villain · secretive love interest · developing characters · large cast

Relationships labels: love triangle · female friendship · best friends · family conflict · sibling relationship · betrayal · trust issues · romantic resolution · community unity

Semantic match: ranked by characterization + relationships

Distance: 0.1101

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Born

Tara Brown · 2012 · Born

A solitary survivor must break her rules and risk everything when strangers bring danger, loyalty, and love to her cabin.

Why this is here

Characterization labels: strong heroine · female lead · survivalist · stoic protagonist · socially isolated · awkward heroine · badass heroine · independent heroine · brooding male lead · charming male lead · animal companion · protective older brother · sassy girl · control issues

Relationships labels: love triangle · found family · sibling bond · mentor-child bond · romantic rivalry · female friendship · brother rivalry · protective relationship · dependency · trust issues

Semantic match: ranked by characterization + relationships

Distance: 0.1103

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Rebel Heart

Moira Young · 2012 · Dust Lands

A traumatized teen crosses a ruined wasteland, torn between family, survival, and a dangerous pull toward love and betrayal.

Why this is here

Characterization labels: fierce heroine · flawed heroine · angsty protagonist · traumatized lead · reckless decisions · stubborn protagonist · protective sibling · controlling brother · mysterious villain · complex villain · secondary cast · animal companions · female warrior · kickass heroine

Relationships labels: siblings · twin bond · brother-sister conflict · romantic tension · betrayal · love triangle · love square · unrequited love · family strain · companionship · rescue dependency · loyalty conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1129

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The Hunger Games

Suzanne Collins · 2008 · The Hunger Games

A poor teen girl volunteers for a televised death match and must survive while navigating power, media, and love.

Why this is here

Characterization labels: strong heroine · female protagonist · survivalist · resourceful · cunning · independent · brave · prickly · guarded · flawed heroine · emotionally detached · complex protagonist · kindhearted boy · mentor · side characters

Relationships labels: sibling bond · love triangle · fake romance · mentor-mentee · friendship · alliances · romantic tension · family responsibility · protective love · rivalry

Semantic match: ranked by characterization + relationships

Distance: 0.1143

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The 5th Wave

Rick Yancey · 2013 · The 5th Wave

A teen survivor of an alien apocalypse must navigate shifting truths, dangerous allies, and a mission to find her brother.

Why this is here

Characterization labels: strong heroine · resourceful survivor · sarcastic protagonist · protective sibling · mysterious love interest · child soldier · witty protagonist · tough-but-vulnerable heroine

Relationships labels: siblings · brother-sister bond · insta-love · love triangle · trust issues · romantic tension · found family · mentor-protector dynamic

Semantic match: ranked by characterization + relationships

Distance: 0.1151

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Verborgene Gefühle

Valentina Fast · 2020 · Secret Academy

A teen agent-in-training at a secret London academy must rescue her sister while deciding whom she can trust.

Why this is here

Characterization labels: tough heroine · strong heroine · ambitious protagonist · loyal protagonist · protective sister · empathic protagonist · schlagfertig · rival character · mysterious newcomer · secretive character · wary protagonist · team player · best student · rule follower · protective love interest

Relationships labels: sister bond · found family · rivals to lovers · frenemies to lovers · love triangle · romantic tension · competition · trust and betrayal · friend group · team loyalty · sibling separation

Semantic match: ranked by characterization + relationships

Distance: 0.1158

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Born to Fight

Tara Brown, A.E. Watson · 2013 · Born

A captive genetic experiment escapes, learns her origins, and turns revenge on the people who made her.

Why this is here

Characterization labels: strong female lead · flawed heroine · ruthless protagonist · reclusive protagonist · genetically engineered protagonist · emotionally volatile · matured heroine · protective sister · brooding love interest · abusive love interest · protective wolf · supportive female allies · genius scientist

Relationships labels: love triangle · chosen family · siblings · father daughter · brother sister · romantic rivalry · abusive relationship · friend group · loyalty conflict · protective bond

Semantic match: ranked by characterization + relationships

Distance: 0.1160

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Erased

Jennifer Rush · 2014 · Altered

On the run and haunted by returning memories, Anna must uncover why her past was erased before trust breaks again.

Why this is here

Characterization labels: feisty heroine · reckless heroine · badass heroine · protective leader · broody love interest · snarky character · mysterious character · tortured character · naive character · betrayal-prone character · character growth

Relationships labels: love triangle · romantic tension · siblings · sister rivalry · found family · group camaraderie · friendship · betrayal · ex-girlfriend tension · protective bond · history-based attraction · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1163

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Weapon

Lynette Noni · 2019 · Whisper

A fugitive heroine races to uncover her past, survive betrayal, and stop a power-hungry scientist in a twisty finale.

Why this is here

Characterization labels: strong heroine · powerful protagonist · oblivious protagonist · determined protagonist · protective character · secretive character · manipulative antagonist · scientist antagonist · rebel characters · found family

Relationships labels: love triangle · friendship · found family · betrayal · romantic tension · siblings · family secret · mentor-like protection · enemy to ally · ally to enemy

Semantic match: ranked by characterization + relationships

Distance: 0.1202

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The Kiss

James Patterson, Jill Dembowski · 2013 · Witch & Wizard

After a revolution, a witch must choose between family loyalty and a dangerous new romance as another tyrant rises.

Why this is here

Characterization labels: witch protagonist · wizard protagonist · siblings · twin leads · strong female lead · overprotective brother · headstrong heroine · mysterious stranger · love interest · new antagonist · corrupt official · power-hungry leader · brainwashed villain · heroic ally · character growth · immature protagonist

Relationships labels: sibling bond · sibling conflict · romantic triangle · insta-love · forbidden attraction · family loyalty · romance versus family · trust issues · protector dynamic · betrayal · friendship under strain · parent-child absence

Semantic match: ranked by characterization + relationships

Distance: 0.1205

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Gates of Thread and Stone

Lori M. Lee · 2014 · Gates of Thread and Stone

A girl with hidden time magic hunts for her missing brother and uncovers secrets that could reshape her city.

Why this is here

Characterization labels: strong heroine · determined heroine · flawed protagonist · protective brother · mysterious love interest · secretive character · stubborn heroine · impulsive heroine · loyal character · resourceful heroine · naive heroine · self-sacrificing sibling · bad boy love interest · eccentric immortal

Relationships labels: siblings · adoptive siblings · foster siblings · childhood friends · slow burn romance · crush · love triangle · protective sibling bond · co-dependence · friendship · found family · romantic tension

Semantic match: ranked by characterization + relationships

Distance: 0.1207

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Queen

Aimee Carter · 2015 · The Blackcoat Rebellion

A masked rebel must expose a corrupt ruler’s secret and survive the revolution, love triangle, and rising body count.

Why this is here

Characterization labels: teen heroine · rebel leader · masked identity · strong heroine · impulsive protagonist · maturing protagonist · strategic leader · cold strategist · sadistic villain · evil ruler · love interest · best friend · ally · underused side character · dual identity

Relationships labels: love triangle · romantic rivalry · breakup · loyalty conflict · brother-sister bond · found family · friendship · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1215

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