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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 Pines. Books rank higher when they are close on every selected axis.

Characterization labels used: secret service agent, federal agent, investigator, amnesiac protagonist, unlikeable protagonist, flawed protagonist, reactive protagonist, determined protagonist, supporting ally, mysterious authority figures

Relationships labels used: wife, son, missing partner, marriage, family separation, authority conflict, town vs outsider, community control

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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Forgotten

M.R. Forbes · 2017 · The Forgotten

On a failing generation ship, a sheriff’s search for his missing wife uncovers a deadly secret behind sealed hatches.

Why this is here

Characterization labels: sheriff protagonist · engineer wife · action hero · reluctant hero · overpowered protagonist · morally ambiguous characters · one-dimensional side characters · emotionally volatile protagonist · determined investigator · loyal spouse · lawman

Relationships labels: marriage · husband-wife relationship · family line · authority vs citizens · community distrust · protective devotion · romance subplot · rivalry · dependence · loss · betrayal

Semantic match: ranked by characterization + relationships

Distance: 0.1758

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Dog Logic

Tom Strelich · 2022 · The Dog Logic Triptych

A brain-injured pet-cemetery owner uncovers a hidden underground community, and their arrival triggers comic chaos.

Why this is here

Characterization labels: quirky protagonist · brain damaged protagonist · former physicist · pet cemetery owner · unlikely hero · lovable antihero · innocent outsiders · bureaucrats · government officials · misfits · ideological characters

Relationships labels: community bonds · father-son · ex-wife · friendship · power struggle · outsider vs insider

Semantic match: ranked by characterization + relationships

Distance: 0.1767

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The Voided Man

Anthony Dean · 2024 · The Voided Man

Exiled to an empty region of deep space, a political prisoner must survive, adapt, and push back against the regime.

Why this is here

Characterization labels: political dissident · prisoner · underdog · resourceful protagonist · ingenious protagonist · resilient protagonist · naive protagonist · AI companions · sentient AI · medical AI · computer systems · morally corrupt villains

Relationships labels: man and AI · prisoner and system · family separation · found family · romantic relationship · parenthood · cloned family · community building · political oppression · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1771

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Gebied 19

Esther Gerritsen · 2023

After a mass disappearance, Tomas searches for his missing family while reality itself becomes uncertain.

Why this is here

Characterization labels: alienated protagonist · obsessive thinker · unreliable perception · skeptical protagonist · passive protagonist · underdeveloped characters · unsympathetic protagonist · retired inwards · family-centered motivation · idealistic rebel · conspiracy-minded

Relationships labels: marriage · family separation · parent-child relationship · spousal relationship · marital conflict · community pressure · betrayal · dependence

Semantic match: ranked by characterization + relationships

Distance: 0.1795

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Kallocain

Karin Boye · 1952

A scientist in a totalitarian future invents a truth serum that exposes even private thoughts, with devastating consequences.

Why this is here

Characterization labels: scientist protagonist · loyal functionary · naive collaborator · disillusioned soldier · psychological portrait · cautious citizens · distrustful society · wife as key foil · superior officer

Relationships labels: marriage · family separation · spousal distrust · authority hierarchy · professional rivalry · social mistrust · informing on family · collective loyalty

Semantic match: ranked by characterization + relationships

Distance: 0.1809

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Wayward

Blake Crouch · 2013 · Wayward Pines

A newly appointed sheriff in a surveillance-bound town must solve a murder while navigating buried truths and rebellion.

Why this is here

Characterization labels: sheriff · FBI agent · investigator · rebel leader · creator-villain · flawed protagonist · secretive spouse · morally gray characters · psychopathic authority

Relationships labels: marriage · former lovers · family reunion · loyalty conflict · power imbalance · authority and resistance · betrayal · love triangle

Semantic match: ranked by characterization + relationships

Distance: 0.1817

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Pandemic

Robin Cook · 2018 · Jack Stapleton and Laurie Montgomery

A NYC medical examiner investigates a sudden death tied to transplantation, gene editing, and a feared outbreak.

Why this is here

Characterization labels: medical examiner · forensic pathologist · sarcastic protagonist · unlikeable protagonist · whiny protagonist · self-centered protagonist · brilliant investigator · boss-wife dynamic · bossy wife · wealthy businessman · villainous scientist · stiff characters · wooden characters · cartoonish villains · family-strained protagonist

Relationships labels: marriage · workplace marriage · parent-child · in-laws · family tension · professional hierarchy · friendship · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1824

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Silo Stories

Hugh Howey

Three linked post-apocalyptic short stories expand a silo-based universe before, during, and after the world’s collapse.

Why this is here

Characterization labels: survivors · founders · political insider · intelligence agent · black ops agent · inoculated survivors · family members · reunion characters · resource-strapped characters · mistrustful characters

Relationships labels: family · sister relationship · husband-wife · romance · affair · community · reunion · factional conflict · betrayal · power imbalance

Semantic match: ranked by characterization + relationships

Distance: 0.1828

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Iron Sunrise

Charles Stross · 2004 · Eschaton

A refugee teen and a UN agent race to uncover who destroyed a world before a retaliatory fleet wipes out another.

Why this is here

Characterization labels: teen protagonist · refugee · disaffected teen · spy · UN inspector · secret agent · posthuman · genetically enhanced · cyborg · fanatical villains · morally ambiguous · resourceful heroine · married protagonists

Relationships labels: marriage · family separation · rivalry · enemy pursuit · agent partnership · power struggle

Semantic match: ranked by characterization + relationships

Distance: 0.1836

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Soon: The Beginning of the End

Jerry B. Jenkins · 2004 · The Underground Zealot

In a future where religion is outlawed, a government enforcer is forced into an underground faith conspiracy.

Why this is here

Characterization labels: antihero protagonist · government agent · persecutor turned believer · double agent · believer network · reluctant convert

Relationships labels: wife conflict · family strain · mentor relationship · community under persecution · government vs believers

Semantic match: ranked by characterization + relationships

Distance: 0.1842

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The Cosmic Puppets

Philip K. Dick · 1983

A man revisits his childhood town and finds a reality-bending mystery, sealed town, and cosmic forces behind it.

Why this is here

Characterization labels: hapless protagonist · confused protagonist · returning adult · town drunk · mysterious children · precocious children · thin characterization · simple people · compulsive investigator · hapless hero

Relationships labels: husband-wife · marriage tension · child rivalry · proxy conflict · community control · villager complicity

Semantic match: ranked by characterization + relationships

Distance: 0.1843

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Absolute Martian Manhunter (2025-) #1

Deniz Camp · 2025 · Absolute Martian Manhunter (2025)

An FBI agent survives a bombing and begins experiencing a reality-bending psychic shift that blurs human and alien identity.

Why this is here

Characterization labels: FBI agent · detective protagonist · self-destructive protagonist · unstable protagonist · cunning · manipulative · alien protagonist · isolated protagonist · noir detective · distant husband

Relationships labels: marriage · family tension · coworker rivalry · workplace hierarchy · dual consciousness · partnership · investigator-subject tension

Semantic match: ranked by characterization + relationships

Distance: 0.1857

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