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Resist

Sarah Crossan

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Similar in characterization + relationships

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

Characterization labels used: teen protagonists, outlaws, refugees, resistance fighters, privileged boy, female lead, strong female lead, character growth, flat characterization, one-dimensional characters, morally divided characters, new POV character

Relationships labels used: romance subplot, separated lovers, friendship under pressure, family loss, parent-child conflict, sibling relationship, loyalty conflicts, group bonds, betrayal, community ties

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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Perfect

Cecelia Ahern · 2017 · Flawed

On the run after being branded an outcast, a teen must expose a brutal system before it destroys everyone she loves.

Why this is here

Characterization labels: strong heroine · teen protagonist · fugitive · reluctant leader · character growth · smart protagonist · brave protagonist · morally conflicted · supportive family · careful planner

Relationships labels: love triangle · romance subplot · family support · trust issues · mentor betrayal · found ally · sister relationship · father-daughter tension · romantic rivalry · friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1184

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The Unquiet

Mikaela Everett · 2015

A teenage sleeper agent from a dying parallel Earth must replace her double on the surviving world and confront who she is.

Why this is here

Characterization labels: teen heroine · sleeper soldier · assassin · traumatized protagonist · morally conflicted · unlikable protagonist · introspective narrator · brainwashed child · lonely protagonist · character-driven

Relationships labels: family bonds · sibling bond · friendship · found family · romance subplot · alternate self · loyalty conflict · betrayal · dependency · community

Semantic match: ranked by characterization + relationships

Distance: 0.1208

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The Rising Storm

Ceri A. Lowe · 2018 · Paradigm

Two teens, decades apart, confront a storm-born future and the society built from its ruins.

Why this is here

Characterization labels: teen protagonist · female lead · male lead · outcast · loner · survivor · ambitious leader · controller candidate · rebellious character · strong female characters

Relationships labels: family secrets · parent-child tension · romance subplot · lesbian couple · romantic kiss · rival candidates · community power dynamics · mentor-like training

Semantic match: ranked by characterization + relationships

Distance: 0.1220

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Remember Me Gone

Stacy Stokes · 2022

A teen training in her family’s memory-erasing business uncovers missing time, town secrets, and a buried past.

Why this is here

Characterization labels: teen protagonist · coming of age · family legacy · curious protagonist · strong lead · smart heroine · driven girl · morally gray adults · secretive father · resourceful side characters · mean girl redemption · prickly character dynamics

Relationships labels: father-daughter · romance subplot · friends to allies · family secrets · community betrayal · romantic memory loss · female friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1243

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Mexicoland

Jaime Alfonso Sandoval · 2018

In a future Mexico split by collapse and control, a teen orphan uncovers the truth behind a glittering corporate paradise.

Why this is here

Characterization labels: teen protagonist · orphan · reluctant hero · naive protagonist · cowardly protagonist · passive protagonist · agency imbalance · strong supporting cast · memorable side characters · morally compromised system · character growth · adult allies · privileged youth

Relationships labels: family loss · friendship · found family · mentor figure · romance subplot · class divide · power imbalance · betrayal · community resistance

Semantic match: ranked by characterization + relationships

Distance: 0.1250

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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

Relationships labels: sibling bond · found family · romance subplot · friendship · power imbalance · community pressure · authority conflict · rebellion against elders · loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1259

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self/less

Aviva · 2021 · self/less

In a surveilled walled city where self-expression is outlawed, a teen uncovers a hidden underground and a fight for freedom.

Why this is here

Characterization labels: teen protagonist · female protagonist · outcast · brainwashed citizen · privileged protagonist · reluctant rebel · character growth · leader arc

Relationships labels: forbidden romance · love interest · friendship · rivalry · betrayal · parent-child · family secrets · community bonds · power struggle

Semantic match: ranked by characterization + relationships

Distance: 0.1273

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The Faint of Heart: A Graphic Novel

Kerilynn Wilson · 2023

In a heartless dystopia, a teen artist who kept her heart must protect her emotions and resist conformity.

Why this is here

Characterization labels: teen protagonist · young artist · outcast · steadfast heroine · sweet protagonist · morally resistant · classmate with secret · Scientist figure · family tension · creative protagonist

Relationships labels: sister relationship · family estrangement · friendship · new friendship · community pressure · romantic subplot · love subplot · sibling bond · art partnership · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1278

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Harvest Day

Tamar Sloan, Heidi Catherine · 2023 · The Sovereign Code

In a bee-haunted future split by survival zones, two teens face an immunity test that could change everything.

Why this is here

Characterization labels: teen protagonists · strong heroine · naive hero · stubborn protagonist · feisty heroine · loyal character · rule follower · rebel · resourceful heroine · sheltered upbringing · questioning authority · shady character · villainous leader · morally gray characters

Relationships labels: enemies to lovers · forced proximity · love triangle · siblings · twin bond · romance subplot · friendship · family loyalty · mentor relationship · power imbalance · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1297

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Burn

Julianna Baggott · 2014 · Pure

In a shattered world split between Dome and outcasts, rival survivors race toward a dangerous final choice.

Why this is here

Characterization labels: young protagonists · flawed characters · morally conflicted · strong heroine · brooding hero · reluctant leader · depressed character · dynamic supporting character

Relationships labels: love triangle · romance · friendship · family conflict · parent-child conflict · loyalty tests · betrayal · power struggle · partnership · sibling bond

Semantic match: ranked by characterization + relationships

Distance: 0.1307

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The Union

Leah Vernon · 2022

In a far-future America ruled by Black elites, two teen girls from opposite castes risk everything to survive and rebel.

Why this is here

Characterization labels: teen protagonists · young adult leads · elite heir · mixed-race outsider · impure outcast · rebellious youth · sympathetic elite · naive protagonist · tough survivor · villainous regime

Relationships labels: friendship · forced cooperation · love triangle · family conflict · parent-child conflict · loyalty conflict · betrayal · allyship · romance · rivalry · power imbalance · sibling conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1313

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The Hunger Games Trilogy Boxset

Suzanne Collins · 2010

In a post-apocalyptic dictatorship, a teen girl is forced into a televised death contest that ignites rebellion.

Why this is here

Characterization labels: strong heroine · teen protagonist · survivalist · resourceful · protective sister · reluctant hero · self-sacrificing · guarded emotions · morally complex · traumatized protagonist · symbolic heroine · strategic ally

Relationships labels: sibling bond · love triangle · mentor relationship · family loyalty · romantic tension · friendship and rivalry · forced pairing · community control · power imbalance · romantic subplot

Semantic match: ranked by characterization + relationships

Distance: 0.1347

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