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Cover of Conform by Ariel Sullivan
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Conform

Ariel Sullivan

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Similar in premise + setting

These books are ranked using the premise + setting labels extracted for Conform. Books rank higher when they are close on every selected axis.

Premise labels used: dystopian society, forced procreation, love triangle, rebellion, class hierarchy, surveillance state, genetic control, forbidden love, oppressor romance

Setting labels used: far future, post-war future, cloud city, surface world, underground society, technologically advanced society, surveillance state, caste system, speculative future

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

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Cover of Brave New World: A Graphic Novel by Fred Fordham

Brave New World: A Graphic Novel

Fred Fordham, Aldous Huxley · 2022

Fred Fordham’s graphic adaptation of Huxley’s dystopian classic renders a controlled future in vivid color and stark unease.

Why this is here

Premise labels: dystopian society · state control · social conditioning · genetic engineering · artificial reproduction · consumer culture · happiness vs freedom

Setting labels: future society · speculative future · authoritarian state · controlled society · caste system · laboratory reproduction · urban future

Semantic match: ranked by premise + setting

Distance: 0.1210

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Cover of Brave New World by Aldous Huxley

Brave New World

Aldous Huxley · 2004 · Brave New World

In a pleasure-driven future where citizens are engineered and conditioned for obedience, one outsider questions the cost of happiness.

Why this is here

Premise labels: dystopian society · engineered society · social control · state conditioning · managed happiness · future society · class stratification · controlled reproduction · individual vs system · utopia facade

Setting labels: future · World State · London · reservation · socially engineered future · technological dystopia · single global state · industrial society

Semantic match: ranked by premise + setting

Distance: 0.1354

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Cover of Matched by Ally Condie

Matched

Ally Condie · 2010 · Matched

In a tightly controlled future, a teen girl’s perfect match is disrupted, pushing her toward forbidden feelings and doubt.

Why this is here

Premise labels: controlled society · arranged pairing · forbidden romance · love triangle · choice versus control · questioning authority · coming of age · government matching · rebellion seed · match selection

Setting labels: dystopian future · futuristic society · high-tech control · sterile world · regulated everyday life · surveillance state

Semantic match: ranked by premise + setting

Distance: 0.1437

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Cover of This Perfect Day by Ira Levin

This Perfect Day

Ira Levin · 1970

In a computer-run future of drugged conformity, one uneasy man begins to question a perfect world built to erase freedom.

Why this is here

Premise labels: controlled society · computer rule · drugged conformity · freedom vs control · rebellion · anti-utopia · surveillance state · genetic uniformity

Setting labels: future Earth · global society · totalitarian future · computer-controlled society · high-tech dystopia · utopian facade · closed society

Semantic match: ranked by premise + setting

Distance: 0.1496

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Cover of Lazarus, Vol. 3: Conclave by Greg Rucka

Lazarus, Vol. 3: Conclave

Greg Rucka · 2015 · Lazarus

A conclave of ruling families turns a fragile power balance into open war, while Forever questions her loyalties and origins.

Why this is here

Premise labels: dystopian future · ruling families · class hierarchy · family power struggle · elite conclave · biotech warrior · loyalty conflict

Setting labels: near-future dystopia · post-government world · feudal future · ocean platform setting · luxury enclave · family domains · global power structure

Semantic match: ranked by premise + setting

Distance: 0.1523

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Cover of The Giver Quartet by Lois Lowry

The Giver Quartet

Lois Lowry · The Giver

Four linked dystopian companion novels follow different young protagonists across separate communities and hard questions about control, memory, and hope.

Why this is here

Premise labels: dystopian society · parallel communities · connected companion books · gifted protagonists · controlled society · memory burden · post-collapse societies

Setting labels: futuristic world · dystopian future · multiple communities · separate societies · same world · low-tech communities · controlled society

Semantic match: ranked by premise + setting

Distance: 0.1527

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Cover of Terminal Boredom: Stories by Izumi Suzuki

Terminal Boredom: Stories

Izumi Suzuki · 2021

Seven bleak, prescient sci-fi stories trace alienation, gender, and numbness in futures that feel eerily present.

Why this is here

Premise labels: dystopian future · post-apocalyptic society · gender politics · population control · screen addiction · alienation · technological mediation · interplanetary politics · human drift · social collapse

Setting labels: near future · post-apocalyptic · dystopian · Tokyo · space colonization · interplanetary · alien worlds · matriarchal society · future Earth · cybernetic future

Semantic match: ranked by premise + setting

Distance: 0.1538

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Cover of Spark of Madness by Brynn Ford

Spark of Madness

Brynn Ford · 2022 · Ember Glen

In a brutal cult-dystopia, a rebellious servant and the man sent to punish her are forced into a forbidden bond.

Why this is here

Premise labels: forbidden romance · dystopian oppression · religious cult · rebellion · punishment trials · survival · morally gray love interest · indoctrination · control and dissent · captor-captive

Setting labels: dystopian future · cult community · isolated community · religious society · patriarchal society · full moon ritual · future setting · closed world

Semantic match: ranked by premise + setting

Distance: 0.1542

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Cover of Fate of Perfection by K.F. Breene

Fate of Perfection

K.F. Breene · 2017 · Finding Paradise

In a corporate dystopia, a genius mother and her security ally fight to keep their genetically unusual child and win freedom.

Why this is here

Premise labels: corporate dystopia · genetically engineered society · protective parent · escape from control · breeding program · child rescue · forbidden family bond · reproductive control · superhuman protagonists

Setting labels: distant future · corporate-controlled world · off-world colony · planetary escape · dystopian society · polluted Earth · controlled enclaves

Semantic match: ranked by premise + setting

Distance: 0.1578

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Cover of We by Yevgeny Zamyatin

We

Yevgeny Zamyatin · 1959

A loyal engineer in a glass-walled future state records his orderly life until love and doubt unsettle his total system.

Why this is here

Premise labels: totalitarian society · collective identity · state control · awakening individuality · forbidden love · technocratic future · space mission

Setting labels: future city · glass city · walled society · surveillance state · post-war future · twenty-sixth century · technocratic world · external wilderness

Semantic match: ranked by premise + setting

Distance: 0.1581

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Cover of Lazarus, Vol. 1: Family by Greg Rucka

Lazarus, Vol. 1: Family

Greg Rucka · 2013 · Lazarus

In a resource-starved dystopia ruled by wealthy Families, one family’s near-immortal enforcer begins questioning her role.

Why this is here

Premise labels: dystopian near-future · family power struggle · elite ruling class · genetically enhanced protector · enforcer for a family · scarce resources · feudal social order · hidden origins · loyalty conflict · protective warrior

Setting labels: near future · post-apocalyptic · dystopian · feudal future · lawless society · resource-scarce world · rival family territories · wasteland

Semantic match: ranked by premise + setting

Distance: 0.1622

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Cover of Anthem by Ayn Rand

Anthem

Ayn Rand · 1999

In a collectivist future where even “I” is forbidden, one man’s curiosity sparks a dangerous quest for selfhood.

Why this is here

Premise labels: collectivist society · individual freedom · forbidden selfhood · banned identity · state control · discovering self · forbidden knowledge · dystopian future · anti-collectivism · self-determination

Setting labels: dystopian future · post-apocalyptic future · totalitarian state · collectivist society · dark age future · pre-industrial future · low-tech world · controlled society · underground hideout

Semantic match: ranked by premise + setting

Distance: 0.1636

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