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These books are ranked using the tone labels extracted for Epidemin.
Tone labels used: disturbing, unsettling, chilling, oppressive, tragic, horrific, anxious, dark, bleak, provocative
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
In a near-future sex-tech economy, a voice performer is exposed and pulled into a terrifying web of harassment.
Why this is here
Tone labels: disturbing · dark · gritty · grotesque · unnerving · unsettling · provocative · chilling · bizarre · bleak
Semantic match: ranked by tone
Distance: 0.0581
In a near-future infertility crisis, a mother races to keep her child while the state polices every parenting mistake.
Why this is here
Tone labels: bleak · oppressive · disturbing · frightening · tense · anxious · heartbreaking · unsettling
Semantic match: ranked by tone
Distance: 0.0638
In a brutal near-future circus society, a privileged boy and an enslaved performer risk everything to escape oppression.
Why this is here
Tone labels: dark · grim · brutal · disturbing · unsettling · tense · harrowing · bleak · gritty · shocking
Semantic match: ranked by tone
Distance: 0.0741
A superintelligent AI enforces perfect safety and immortality, pushing humanity into a post-singularity crisis of meaning.
Why this is here
Tone labels: dark · bleak · shocking · provocative · philosophical · nihilistic · morbid · unflinching · horrific
Semantic match: ranked by tone
Distance: 0.0765
In a world where children’s speech becomes lethal to adults, one father tries to save his family and find a cure.
Why this is here
Tone labels: dark · disturbing · bleak · nightmarish · grotesque · horrific · allegorical · surreal · anxious · oppressive · morbid · unsettling
Semantic match: ranked by tone
Distance: 0.0769
Cassie races to protect a morphing cube while a bizarre accident turns animals into horrifying new threats.
Why this is here
Tone labels: horrific · disturbing · dark · unsettling · thought-provoking · philosophical · tragic · anxious · hilarious (mixed)
Semantic match: ranked by tone
Distance: 0.0781
During a rabies-like outbreak in Massachusetts, a pregnant woman and her doctor friend race through quarantine to reach care.
Why this is here
Tone labels: tense · intense · bleak · disturbing · heartbreaking · unsettling · horrific · propulsive · stressful · eerie · emotional · unnerving
Semantic match: ranked by tone
Distance: 0.0810
A cloning scientist finds her husband has replaced her with a better, obedient copy—then the dead body forces both wives to cooperate.
Why this is here
Tone labels: dark · bleak · grim · creepy · twisty · unsettling · horrifying · disturbing · tense · oppressive
Semantic match: ranked by tone
Distance: 0.0822
A quarantined Iowa town unravels as one stoned, angry resident starts probing a deadly conspiracy.
Why this is here
Tone labels: dark · claustrophobic · tense · oppressive · paranoid · gritty · bleak · disturbing · urgent · suspenseful · intense · unsettling
Semantic match: ranked by tone
Distance: 0.0842
In a virus-ravaged future, a meat-plant worker is forced to process humans as food—and to face what that normal has cost.
Why this is here
Tone labels: bleak · disturbing · grotesque · visceral · unsettling · dark · hopeless · provocative · morbid · eerie
Semantic match: ranked by tone
Distance: 0.0852
After losing her job to AI, a mother takes a risky deal that buys her family a brief escape into a climate-ravaged, overtracked future.
Why this is here
Tone labels: anxious · disturbing · uneasy · bleak · urgent · claustrophobic · chilling · unsettling · grim · oppressive · plausible horror
Semantic match: ranked by tone
Distance: 0.0871
Julia Worthing steps out of Orwell’s shadow in a dark companion retelling of 1984, centered on survival under Big Brother.
Why this is here
Tone labels: bleak · chilling · horrific · dark · incendiary · provocative · subversive · gritty · unsettling
Semantic match: ranked by tone
Distance: 0.0875
