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Similar in premise + setting

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

Premise labels used: banned self-expression, oppressive regime, surveillance state, hidden society, underground resistance, coming of age, leader rises

Setting labels used: walled city, post-apocalyptic, underground world, dystopian future, surveillance state, restricted society, city under control

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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Elites of Eden

Joey Graceffa · 2017 · Children of Eden

A brainwashed elite girl begins to uncover her real identity in a controlled future society built on lies.

Why this is here

Premise labels: hidden identity · memory loss · brainwashing · false reality · artificial world · second child · elite school · underground resistance · restricted society · identity crisis · love triangle · state control

Setting labels: post-apocalyptic future · artificial society · underground refuge · elite boarding school · cave system · city under surveillance · controlled environment · closed society · futuristic world · dystopian future

Semantic match: ranked by premise + setting

Distance: 0.1505

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1984

Michael Dean, George Orwell · 2003

In a fully monitored state, one man’s private resistance collides with surveillance, propaganda, and forbidden love.

Why this is here

Premise labels: total surveillance · authoritarian control · state propaganda · historical revisionism · forbidden thought · forbidden love · resistance · political oppression · brainwashing · information control

Setting labels: totalitarian state · dystopian future · surveillance society · wartime society · propaganda state · controlled city

Semantic match: ranked by premise + setting

Distance: 0.1573

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Transmetropolitan, Vol. 7: Spider's Thrash

Warren Ellis · 2002 · Transmetropolitan (Collected Editions)

An exiled gonzo journalist keeps fighting a corrupt president while uncovering the city’s darkest social truths.

Why this is here

Premise labels: underground journalism · anti-establishment · political takedown · truth-seeking · authoritarian resistance

Setting labels: near-future · cyberpunk city · dystopian city · urban decay · media-saturated future · political future

Semantic match: ranked by premise + setting

Distance: 0.1589

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No. 6: The Manga, Volume 01

Atsuko Asano · 2013 · No. 6: The Manga

An elite boy in a sealed futuristic city shelters a fugitive, triggering a conspiracy and a bond that could change everything.

Why this is here

Premise labels: walled city · hidden corruption · fugitive sheltering · surveillance state · elite student · forbidden alliance · mystery conspiracy

Setting labels: futuristic city · walled city · dystopian society · authoritarian city · near future · controlled city · post-collapse world

Semantic match: ranked by premise + setting

Distance: 0.1593

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Flow

Clare Littlemore · 2017 · Flow

A flood-ravaged teen is reassigned inside a rigid survival society and uncovers dangerous secrets about how it really works.

Why this is here

Premise labels: survival · hidden truth · authoritarian society · resource scarcity · social hierarchy · coming of age · rebellion · secretive government · promotion system · separation by roles

Setting labels: flooded future · post-apocalyptic world · walled enclave · strict society · resource-scarce settlement · climate disaster · isolated community · sector-based society · dystopian future

Semantic match: ranked by premise + setting

Distance: 0.1630

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Children of Eden

Joey Graceffa, Laura L. Sullivan · 2016 · Children of Eden

In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.

Why this is here

Premise labels: illegal child · one-child policy · hidden identity · survival · rebellion against system · post-collapse world · sealed city · artificial environment · resource scarcity · state control

Setting labels: post-apocalyptic Earth · artificial city · controlled society · future world · inside/outside divide · futuristic dystopia · urban circles

Semantic match: ranked by premise + setting

Distance: 0.1634

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Glitch

Heather Anastasiu · 2012 · Glitch

In an emotionless underground society, a glitching teen hides forbidden powers while risking deactivation and rebellion.

Why this is here

Premise labels: mind control · emotion suppression · individual awakening · teen resistance · secret powers · hidden anomaly · controlled society · forbidden feelings

Setting labels: underground city · post-apocalyptic · post-nuclear · futuristic · controlled society · surface world · dystopian future · technological reality · laboratory reproduction · cybernetic setting

Semantic match: ranked by premise + setting

Distance: 0.1638

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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: 0.1640

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1984: An Audible Original adaptation

Joe White, George Orwell · 2024

A condensed full-cast Audible drama of a surveillance-state classic, driven by voice acting, music, and dread.

Why this is here

Premise labels: surveillance state · propaganda · historical revisionism · government control · rebellion · forbidden love · forbidden sex · thought policing · identity erasure · state oppression

Setting labels: dystopian future · surveillance society · totalitarian state · controlled society · war-time regime · alternate Britain · postwar future · authoritarian world

Semantic match: ranked by premise + setting

Distance: 0.1642

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The Man Who Japed

Philip K. Dick · 1956

In a post-nuclear surveillance society, a propaganda man’s secret prank against the regime threatens his career and conscience.

Why this is here

Premise labels: post-nuclear society · morality police · surveillance state · propaganda work · subversive prank · unconscious rebellion · anti-authoritarian

Setting labels: post-apocalyptic future · near-future future · nuclear aftermath · urban future · colonies · state-controlled society · conformist society · panopticon

Semantic match: ranked by premise + setting

Distance: 0.1661

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The Meadows

Stephanie Oakes · 2023

A queer teen enters a prestigious school that hides a conversion regime, then must outwit its control years later.

Why this is here

Premise labels: conversion camp · forced conformity · queer repression · state control · identity suppression · coming of age

Setting labels: dystopian future · post-climate disaster · post-apocalyptic · futuristic · authoritarian society · school setting · finishing school · coastal town · city · isolated facility

Semantic match: ranked by premise + setting

Distance: 0.1682

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Reverence

Raena Rood · 2022 · Reverence

A volunteer advocate in a sealed, resource-starved city is pulled beyond the wall and into a dangerous truth.

Why this is here

Premise labels: Pandemic aftermath · Walled city · Resource scarcity · Population control · Euthanasia system · Voluntary sacrifice · Secret truth · Forbidden outside world · Love under pressure · Dystopian rebellion

Setting labels: Post apocalyptic · Walled city · Locked-down city · Overcrowded city · Wasteland outside · Pandemic world · Near future · Dystopian society · Isolated enclave

Semantic match: ranked by premise + setting

Distance: 0.1697

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