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These books are ranked using the relationships labels extracted for Deviants.
Relationships labels used: sibling bond, romantic triangle, forbidden romance, parent-child betrayal, protective dependency, friendship, authority conflict
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
In a plague-ravaged city, Araby races to save her loved ones and choose a future before a deadly masked ball.
Why this is here
Relationships labels: love triangle · betrayal · romantic rivalry · forbidden trust · family loyalty · parent-child conflict · sibling bond · friendship · tentative alliance · protective love · power imbalance · dependent romance
Semantic match: ranked by relationships
Distance: 0.0573
After a revolution, a witch must choose between family loyalty and a dangerous new romance as another tyrant rises.
Why this is here
Relationships labels: sibling bond · sibling conflict · romantic triangle · insta-love · forbidden attraction · family loyalty · romance versus family · trust issues · protector dynamic · betrayal · friendship under strain · parent-child absence
Semantic match: ranked by relationships
Distance: 0.0604
A chip-bound teen must uncover who controls her mind before a hidden enemy turns her own body into a weapon.
Why this is here
Relationships labels: siblings · brother-sister bond · friendship · romantic triangle · forced romance · betrayal · manipulation · trust issues · parent-child mystery · protective bond
Semantic match: ranked by relationships
Distance: 0.0627
Five abducted kids return eleven years later with no memories, while one sibling hunts for the missing sixth child.
Why this is here
Relationships labels: sibling bond · romantic tension · love triangle · instalove · family estrangement · parent-child strain · friendship · jealousy · stalking · support group
Semantic match: ranked by relationships
Distance: 0.0661
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Relationships labels: sibling bond · family teamwork · romantic triangle · love interest · betrayal · trust issues · boundaries · friendship · teamwork · sacrifice for family · parent-child conflict · community hostility
Semantic match: ranked by relationships
Distance: 0.0759
In a scarred post-apocalyptic world, survivors race to expose a Dome-backed power play and unlock a cure.
Why this is here
Relationships labels: love triangle · romantic angst · siblings · father-son conflict · brother bond · friendship · power struggle · community bonds · forbidden love · step-sibling relationship
Semantic match: ranked by relationships
Distance: 0.0760
A grieving teen investigates a rumor-laden tunnel that can grant wishes at a cost, and meets a girl with her own secret agenda.
Why this is here
Relationships labels: sibling bond · romance · friendship · parent-child estrangement · friendship to romance · loss and closure · supportive bond · family breakdown
Semantic match: ranked by relationships
Distance: 0.0762
In a shattered world split between Dome and outcasts, rival survivors race toward a dangerous final choice.
Why this is here
Relationships labels: love triangle · romance · friendship · family conflict · parent-child conflict · loyalty tests · betrayal · power struggle · partnership · sibling bond
Semantic match: ranked by relationships
Distance: 0.0771
A scarred plague survivor discovers dangerous powers and is pulled into a brutal struggle for power, trust, and revenge.
Why this is here
Relationships labels: sibling rivalry · sibling bond · forbidden attraction · mentor relationship · rebel alliance · power imbalance · betrayal · romance subplot · platonic friendship
Semantic match: ranked by relationships
Distance: 0.0772
In a perfection-obsessed dystopia, one compassionate mistake marks a model teen as a social outcast.
Why this is here
Relationships labels: forbidden attraction · romantic triangle · family dynamics · sibling relationship · parent child · boyfriend girlfriend · authority conflict · community ostracism · betrayal · romance subplot
Semantic match: ranked by relationships
Distance: 0.0775
A virus-quarantined high school spirals into new gang warfare when rescue efforts fail and rival factions seize power.
Why this is here
Relationships labels: sibling relationship · romantic tension · love triangle · gang loyalty · rivalry · friendship strain · parent-child conflict · power struggle
Semantic match: ranked by relationships
Distance: 0.0783
A poor teen enters a deadly elite training program for a cure, only to uncover the society’s hidden cruelty.
Why this is here
Relationships labels: love triangle · childhood friends · forced proximity · protective romance · power imbalance · class-crossed romance · family responsibility · sibling bond · parent-child tension · friend betrayal · romantic tension · rival loyalty
Semantic match: ranked by relationships
Distance: 0.0785
