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Combine common axes
These books are ranked using the premise + setting labels extracted for Pandemonium. Books rank higher when they are close on every selected axis.
Premise labels used: forbidden love, post-collapse survival, resistance mission, fake identity, love triangle
Setting labels used: dystopian future, wilds, city, resistance network, oppressive society, post-cure world
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
Separated by a controlling Society, Cassia and Ky cross a harsh frontier searching for each other and a rebellion.
Why this is here
Premise labels: forbidden love · love triangle · rebellion · state control · search mission · escape quest · resistance movement
Setting labels: dystopian future · controlled society · outer provinces · wild frontier · canyons · farmlands · post-collapse world
Semantic match: ranked by premise + setting
Distance: 0.1060
Two girls on opposite sides of a divided society navigate rebellion, love, and a cure that changed everything.
Why this is here
Premise labels: resistance · revolution · love triangle · fugitive survival · cure conflict · forbidden love · dual allegiances · fractured society
Setting labels: dystopian future · Wilds · Portland · borderlands · rebellion territory · controlled society · post-cure world
Semantic match: ranked by premise + setting
Distance: 0.1187
A short companion novella follows Raven’s past and present as love, rebellion, and hidden truths collide in the Wilds.
Why this is here
Premise labels: outcast leader · resistance fighter · forbidden love · survival story · backstory reveal · secret relationship · protective caretaker · past-and-present
Setting labels: dystopian future · post-collapse Wilds · rebellion camp · guarded cities · border crossing · road mission
Semantic match: ranked by premise + setting
Distance: 0.1345
A girl in a women-only refuge is pulled into a trapped city, where a hidden past and dangerous love reshape her future.
Why this is here
Premise labels: rescue mission · escape from captivity · hidden secret · forbidden love · survival romance · betrayal
Setting labels: post-apocalyptic world · dystopian society · women-only refuge · walled city · wilds · rebuilding society · capital city · future America · plague aftermath
Semantic match: ranked by premise + setting
Distance: 0.1466
In a brutal future, a falsely accused man is rescued by a mysterious stalker, and survival forces them together.
Why this is here
Premise labels: false accusation · run for survival · stalker romance · protective antihero · opposites attract · forced proximity · guardian angel
Setting labels: dystopian future · post-apocalyptic world · militarized society · class divide · city slums · future city · martial law · curfew
Semantic match: ranked by premise + setting
Distance: 0.1565
An Omega hiding as a Beta in a brutal dystopia is drawn into the orbit of a powerful Alpha who wants to expose and claim her.
Why this is here
Premise labels: hidden identity · claimed Omega · power imbalance · forbidden desire · survival sex · class oppression · alpha pursuit · biological destiny · deception
Setting labels: dystopian future · slums · sky city · class hierarchy · polluted world · post-apocalyptic world · futuristic city · oppressive society · scientific worldbuilding · factional power structure · air-scarce society
Semantic match: ranked by premise + setting
Distance: 0.1569
An amnesiac cyborg bounty hunter falls for a troubled street boy, forcing a brutal choice in a bleak future city.
Why this is here
Premise labels: amnesiac cyborg · bounty hunter · forbidden love · underclass survival · identity quest · cyberpunk romance
Setting labels: post-apocalyptic · junkyard city · sky city · dystopian future · cyberpunk world · industrial wasteland · underclass society
Semantic match: ranked by premise + setting
Distance: 0.1587
A rebellious young woman returns to a controlled world and must face power, war, and a choice with devastating stakes.
Why this is here
Premise labels: rebel return · control and resistance · power struggle · unlikely alliance · world in crisis · love triangle · save the world · undercover resistance
Setting labels: dystopian future · two worlds · parallel worlds · controlled society · political unrest · war-torn world · futuristic city · enclosed institution
Semantic match: ranked by premise + setting
Distance: 0.1598
A short companion prequel following Michael as he watches Callie and glimpses the dangerous world of Starters.
Why this is here
Premise labels: prequel · companion story · male POV · secret crush · surveillance · post-apocalyptic survival · body exchange
Setting labels: dystopian future · post-apocalyptic world · street survival · abandoned building · class-divided society · collapsed adult population
Semantic match: ranked by premise + setting
Distance: 0.1615
A rebellious woman exiled from her bunker learns the outside world survived—and reunites with two lost lovers.
Why this is here
Premise labels: bunker society · surface survival · forbidden world · reveal of deception · forced exile · reunion romance · polyamorous triangle · rescue from raiders · revolution against leaders · reproductive control
Setting labels: bunker society · post-apocalyptic · dystopian future · surface wasteland · underground confinement · volcanic aftermath · New Mexico (version of) · claustrophobic setting · recovered earth
Semantic match: ranked by premise + setting
Distance: 0.1616
A young man with a bioengineered body goes undercover for the resistance and falls for the official’s daughter.
Why this is here
Premise labels: secret mission · undercover infiltration · resistance movement · forbidden romance · identity quest · body transfer · biotech future · rescue mission
Setting labels: futuristic Boston · dystopian future · divided country · post-war society · socially stratified future · bioengineered body world
Semantic match: ranked by premise + setting
Distance: 0.1616
A traumatized young queen and her stoic guardian risk forbidden love inside a brutal dystopian regime.
Why this is here
Premise labels: forbidden love · bodyguard romance · guardian romance · queen and protector · trauma recovery · oppressive regime · dystopian control · rebellion through love
Setting labels: dystopian world · post-apocalyptic world · oppressive regime · royal court · desert journey · controlled society · political world
Semantic match: ranked by premise + setting
Distance: 0.1626
