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Cover of Upgrade by Blake Crouch
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Blake Crouch

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Similar in characterization + relationships

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

Characterization labels used: everyman hero, government agent, scientist protagonist, family man, complicated protagonist, guilt-ridden, reluctant hero, genius mother, upgraded protagonist

Relationships labels used: mother son, family drama, wife and daughter, sister relationship, work partner, romantic component, betrayal, trust, loyalty, conflict of ideals, power struggle

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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Cover of The Dead Zone by Stephen King

The Dead Zone

Stephen King · 1980

A coma survivor gains touch-based visions of the future and must decide whether to stop a rising political threat.

Why this is here

Characterization labels: everyman protagonist · reluctant psychic · tragic hero · good-natured · likable protagonist · schoolteacher · teacher protagonist · political antagonist · serial killer · religious fanatic · corrupt politician · fanatical mother · sympathetic protagonist · morally burdened

Relationships labels: romance · star-crossed lovers · mother-son relationship · father-son relationship · family strain · public suspicion · reader-protagonist attachment · authority conflict · romantic loss · parental grief · romantic separation

Semantic match: ranked by characterization + relationships

Distance: 0.1484

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Cover of Master Class by Christina Dalcher

Master Class

Christina Dalcher · 2020

In a near-future America, a mother must defy a ruthless test-based school system when it targets her own daughter.

Why this is here

Characterization labels: teacher protagonist · mother protagonist · wife · government insider · complicit protagonist · anxious child · high-achieving child · villain husband · authoritarian administrator · activist mother · complex heroine

Relationships labels: mother daughter · marriage conflict · parent child · family split · power imbalance · betrayal · complicity · favoritism · domestic tension · love vs loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1511

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Cover of City of Truth by James K. Morrow

City of Truth

James K. Morrow · 1993

In a city where lying is impossible, one father risks everything to learn deception and save his dying son.

Why this is here

Characterization labels: everyman protagonist · father · loving parent · truth-conditioned citizen · rule-abiding conformist · artist-censor · dissembler · terminally ill child · pragmatic spouse · desperate seeker

Relationships labels: parent-child bond · father-son relationship · marriage · romantic attraction · community vs outsider · truth-teller versus liar · family loyalty · caregiving · social alienation

Semantic match: ranked by characterization + relationships

Distance: 0.1549

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Cover of Street Cultivation by Sarah Lin

Street Cultivation

Sarah Lin · 2019 · Street Cultivation

In a modern cultivation world where qi is money, a poor young fighter struggles to protect his sick sister.

Why this is here

Characterization labels: everyman protagonist · hard-working protagonist · good-hearted protagonist · protective sibling · relatable protagonist · resourceful lead · proactive lead · underdog hero

Relationships labels: sibling bond · family responsibility · caregiving · friendship · workplace acquaintances · rivalry · power imbalance · class divide

Semantic match: ranked by characterization + relationships

Distance: 0.1574

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Cover of A Plague Upon Your Family by Mark Tufo

A Plague Upon Your Family

Mark Tufo · 2010 · Zombie Fallout

A sarcastic father leads his family through a zombie-infested, lawless world while strange new threats hunt them.

Why this is here

Characterization labels: family man · sarcastic protagonist · snarky narrator · protective father · everyman hero · antihero · ex-military · germaphobe · immature humor · bickering group · strong secondary cast · caring parent · unlikely hero · alpha male

Relationships labels: family bonds · parent-child · husband-wife · fiance relationship · group loyalty · found family · protective leadership · alliances shift · betrayal · romantic subplot

Semantic match: ranked by characterization + relationships

Distance: 0.1615

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Cover of The Boys Omnibus Vol. 4 by Garth Ennis

The Boys Omnibus Vol. 4

Garth Ennis · 2019 · The Boys Deluxe

A Hughie-centered omnibus of undercover superhero satire, relationship fallout, and a return to childhood home turf.

Why this is here

Characterization labels: everyman protagonist · antihero · manipulative leader · cynical team · wholesome outsiders · damaged characters · young superheroes · misogynistic behavior · moral complexity · character development · self-reflection · traumatized protagonist · gray morality · volatile temper · grounded perspective

Relationships labels: romantic relationship · breakup · trust issues · family reunion · friendship strain · team conflict · power imbalance · manipulation · parent-child relationship · childhood friends · adoptive family

Semantic match: ranked by characterization + relationships

Distance: 0.1667

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Cover of The Man Who Saw Seconds by Alexander Boldizar

The Man Who Saw Seconds

Alexander Boldizar · 2024

A man who can see five seconds ahead becomes a target of government forces and fights to protect his family.

Why this is here

Characterization labels: everyman protagonist · protective father · ordinary man · moral ambiguity · chess player · gambler · boxer · martial arts trained · lawyer friend · supportive sidekick · anarchist · NSA operative · government antagonist · law enforcement antagonist · family man

Relationships labels: father son · husband wife · family protection · friendship · mentor friend · state versus family · adversarial pursuit · bureaucratic conflict · community under pressure

Semantic match: ranked by characterization + relationships

Distance: 0.1669

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Cover of The Traveler by Joseph Eckert

The Traveler

Joseph Eckert · 2026

A father is involuntarily thrust forward through time in ever-longer leaps, as his son races to bring him back.

Why this is here

Characterization labels: ordinary man · everyman protagonist · reluctant traveler · gifted child · brilliant child · physicist child · devoted son · absent father · sympathetic protagonist · science-minded child

Relationships labels: father-son bond · family separation · marriage strain · parent-child love · marital breakdown · family loyalty · unconditional love · dependence · estrangement · caretaking

Semantic match: ranked by characterization + relationships

Distance: 0.1674

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Cover of Invincible, Vol. 23: Full House by Robert Kirkman

Invincible, Vol. 23: Full House

Robert Kirkman · 2017 · Invincible

After a time jump upends his life, Mark tries to rebuild with his family as old enemies close in.

Why this is here

Characterization labels: traumatized protagonist · family man · hero under pressure · older child · powerful villain · double agent · antihero tension · parent protagonist · rational couple · shifting allegiance · villainous offspring

Relationships labels: parent-child · romantic partnership · marriage · family bond · father-daughter · brother relationship · double agent · betrayal · rivalry · found family · parental protection · spousal conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1683

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Cover of Invincible, Vol. 22: Reboot? by Robert Kirkman

Invincible, Vol. 22: Reboot?

Robert Kirkman · 2016 · Invincible

A superhero is sent back to his own past and forced to choose between changing history or keeping the life he built.

Why this is here

Characterization labels: superhero protagonist · father · mother · daughter · brother relationship · selfless hero · burdened protagonist · vulnerable hero · moral choice

Relationships labels: parent-child relationship · romantic partnership · brotherhood · family separation · loyalty · team conflict · mentor-like bond · heroes vs rebels

Semantic match: ranked by characterization + relationships

Distance: 0.1686

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Cover of Flux by Jinwoo Chong

Flux

Jinwoo Chong · 2023

A young man’s life unravels across timelines as a tech company, a TV obsession, and a buried trauma collide.

Why this is here

Characterization labels: young man · child protagonist · middle-aged man · estranged family member · queer protagonist · biracial protagonist · disabled character · obsessive fan · emotionally absent parent

Relationships labels: parent-child · estranged family · sibling relationship · romance · marriage · father-son · mother-son · power imbalance · workplace hierarchy · parasocial attachment

Semantic match: ranked by characterization + relationships

Distance: 0.1694

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Cover of Y: The Last Man, Vol. 2: Cycles by Brian K. Vaughan

Y: The Last Man, Vol. 2: Cycles

Brian K. Vaughan · 2003 · Y: The Last Man

A last man and his companions keep crossing a shattered America, where new factions and old loyalties collide.

Why this is here

Characterization labels: everyman protagonist · reluctant hero · brainwashed follower · fanatical leader · secret agent · scientist · survivalist group · eclectic companions · culpable sister

Relationships labels: sibling conflict · romantic tension · love interest · guardian dynamic · travel companions · faction rivalry · pursuit · brainwashing · loyalty conflict · community bonds

Semantic match: ranked by characterization + relationships

Distance: 0.1694

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