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These books are ranked using the tone labels extracted for Attack on Titan, Vol. 16.
Tone labels used: intense, tense, emotional, dramatic, frustrating, mind-bending, shock-heavy, bleak, urgent, disturbing, thrilling
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A superhero registration law splits Marvel’s greatest heroes into opposing camps, forcing friends to choose sides.
Why this is here
Tone labels: intense · urgent · dramatic · serious · dark · emotional · exciting · tense · frustrating · compelling
Semantic match: ranked by tone
Distance: 0.0608
After an attack on a fortified survivor compound, an infected-adjacent man is forced to survive alone and find his way back.
Why this is here
Tone labels: tense · intense · horrific · emotional · gritty · bleak · hopeful · urgent · darkly humorous · thrilling
Semantic match: ranked by tone
Distance: 0.0681
Separated by war and power, Todd and Viola must survive a brutal new order while trying to find each other again.
Why this is here
Tone labels: dark · bleak · tense · shocking · emotional · intense · painful · brutal · heart-wrenching · stressful · urgent · suspenseful
Semantic match: ranked by tone
Distance: 0.0725
A wounded alchemist race toward the truth as hidden origins, war plans, and family secrets finally surface.
Why this is here
Tone labels: intense · tense · dramatic · bleak · emotional · surprising · dark · hopeful · rising urgency
Semantic match: ranked by tone
Distance: 0.0784
A wounded legacy hero steps into Captain America’s role while a conspiracy unravels into government chaos and violence.
Why this is here
Tone labels: tense · serious · dark · urgent · emotional · gritty · dramatic · suspenseful · high-stakes · bittersweet · somber · intense
Semantic match: ranked by tone
Distance: 0.0793
In a dystopian media state, a freed teen must save her boyfriend from a public-voted death row before the system buries the truth.
Why this is here
Tone labels: tense · dark · disturbing · frightening · angry · frustrating · emotional · urgent · suspenseful · thrilling
Semantic match: ranked by tone
Distance: 0.0802
A fugitive girl and her allies race to survive a darker, multi-POV dystopia while the regime closes in.
Semantic match: ranked by tone
Distance: 0.0819
A time-leaping delinquent keeps trying to save the future, but each change opens a deeper gang war.
Why this is here
Tone labels: intense · tense · dark · sad · dramatic · suspenseful · frustrating · emotional · energetic · painful · heartbreaking · exciting
Semantic match: ranked by tone
Distance: 0.0840
A galaxy-spanning fair meant to symbolize peace becomes the target of a brutal attack, forcing Jedi and Republic leaders to fight back.
Why this is here
Tone labels: intense · dark · somber · epic · urgent · thrilling · horrific · melodramatic · tense · action-packed · emotional · tragic
Semantic match: ranked by tone
Distance: 0.0850
![Cover of 進撃の巨人 10 [Shingeki no Kyojin 10] by Hajime Isayama](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1475444398i/17883512.jpg)
Trapped at a castle with no gear, the 104th faces a night siege and a cascade of identity-shattering revelations.
Why this is here
Tone labels: Shocking · Intense · Stressful · High-adrenaline · Suspenseful · Bleak · Chaotic · Emotionally charged · Mind-blowing · Panic-inducing
Semantic match: ranked by tone
Distance: 0.0867
A British citizenship test turns into a terrifying moral ordeal for an immigrant father and his family.
Why this is here
Tone labels: tense · intense · disturbing · unsettling · thought-provoking · dark · twisty · stressful · harrowing · mind-bending · bittersweet · morally uneasy
Semantic match: ranked by tone
Distance: 0.0867
In a book-banned world, Jess and his allies are trapped behind enemy lines and must build a way to break the Library’s power.
Why this is here
Tone labels: dark · intense · grim · exciting · urgent · devastating · atmospheric · tense · gritty · emotional · action-heavy
Semantic match: ranked by tone
Distance: 0.0879
