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These books are ranked using the setting labels extracted for Angel.
Setting labels used: post-apocalyptic, dystopian, laboratory science, road trip, countrywide travel, mutant world
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A memory-wiped super soldier wakes in a lab and must decide whether his doctor is his guide, lover, or jailer.
Why this is here
Setting labels: laboratory · dystopian future · post-apocalyptic Earth · corporate-controlled world · war-torn future · science experiment setting
Semantic match: ranked by setting
Distance: 0.1300
A captive genetic experiment escapes, learns her origins, and turns revenge on the people who made her.
Why this is here
Setting labels: post apocalypse · futuristic world · city and wilderness · laboratory · secret facility · breeder farms · borderlands · dystopian society · world collapse
Semantic match: ranked by setting
Distance: 0.1338
A hacked-and-haunted hero races through a virus-ravaged future to stop a new power struggle over life, death, and control.
Why this is here
Setting labels: post-apocalyptic world · surface world · bunkers · virtual reality · simulation · lab setting · world ravaged by virus · dystopian future
Semantic match: ranked by setting
Distance: 0.1390
On the run after a conspiracy is exposed, a teen-led resistance must survive, learn the truth, and outrun a hunted future.
Why this is here
Setting labels: post apocalyptic · dystopian future · near future · United States · desert travel · wilderness travel · roadbound setting · controlled society
Semantic match: ranked by setting
Distance: 0.1417
A wildly unsettling short-story collection where body horror, apocalypse, grief, and dark humor keep mutating shape.
Why this is here
Setting labels: contemporary · dystopian future · post-apocalyptic · suburban · urban · wilderness · road trip · space · apocalypse
Semantic match: ranked by setting
Distance: 0.1419
A short-story collection led by a brutal AI nightmare, where dark futures, surreal horrors, and harsh human flaws collide.
Why this is here
Setting labels: post-apocalyptic · underground confinement · future Earth · interstellar travel · alien planet · dystopian future · world of machines · surreal/psychological space
Semantic match: ranked by setting
Distance: 0.1435
A persecuted man navigates a bizarre, surveilled future of fake weather, artificial skies, and body-altered identities.
Why this is here
Setting labels: post-apocalyptic · dystopian future · artificial weather · artificial suns · artificial moons · surveilled society · urban decay · country journey · post-industrial
Semantic match: ranked by setting
Distance: 0.1447
A last-man road trip through a women-run post-apocalyptic America turns stranger, darker, and more dangerous.
Why this is here
Setting labels: post-apocalyptic America · transcontinental journey · San Francisco lab · Arizona militia roadblock · International Space Station · alternate reality
Semantic match: ranked by setting
Distance: 0.1455
The final Zom-B volume unleashes betrayals, bloody twists, and a last battle that could decide who survives.
Why this is here
Setting labels: post-apocalyptic · dystopian · zombie apocalypse · laboratory setting · military conflict · sewers · underground tunnels
Semantic match: ranked by setting
Distance: 0.1494
A wounded villain and a ruthless survivor are forced together in a post-apocalyptic wasteland, igniting hate, desire, and redemption.
Why this is here
Setting labels: post-apocalyptic world · wastelands · underground city · dystopian setting · desert setting · broken states · human-made mutants · old gods · future earth · traveling market
Semantic match: ranked by setting
Distance: 0.1505
An amnesiac cyborg bounty hunter falls for a troubled street boy, forcing a brutal choice in a bleak future city.
Why this is here
Setting labels: post-apocalyptic · junkyard city · sky city · dystopian future · cyberpunk world · industrial wasteland · underclass society
Semantic match: ranked by setting
Distance: 0.1515
A snarky mercenary and an energy-wielding arcanist team up in alien-ravaged Earth to recover what they’ve lost.
Why this is here
Setting labels: post-apocalyptic Earth · nuclear wasteland · alien-occupied world · dystopian future · apocalyptic aftermath
Semantic match: ranked by setting
Distance: 0.1524
