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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
Focused on “wry” where exact label matches exist.
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
