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Combine common axes
These books are ranked using the tone labels extracted for Attack on Titan: Before the Fall, Vol. 1.
Tone labels used: dark, grim, depressing, intense, melancholy, intriguing, violent, horror-tinged
Focused on “violent” 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.
A genetically engineered family protector navigates a brutal future ruled by rival dynasties and hidden loyalties.
Why this is here
Tone labels: bleak · oppressive · grim · dark · violent · emotional · tense · depressing · intriguing · compelling
Semantic match: ranked by tone
Distance: 0.0722
A witch claims her own version of a kingdom-shaping quest and the violent life that made her.
Why this is here
Tone labels: brutal · dark · gritty · harrowing · violent · intense · haunting · mysterious · grim
Semantic match: ranked by tone
Distance: 0.0788
A rebel prison breakout turns into a bloody showdown as Ganta’s powers grow and hidden agendas close in.
Why this is here
Tone labels: dark · gruesome · violent · intense · bleak · bittersweet · insane · horror-tinged · emotional · edgy
Semantic match: ranked by tone
Distance: 0.0811
A secret Sith apprentice defies orders to hunt a captured Jedi Padawan and test his hatred in secret.
Semantic match: ranked by tone
Distance: 0.0844
The Doctor and Rose uncover an alien war and a buried trap beneath a future African volcano feeding a starving world.
Why this is here
Tone labels: dark · creepy · intense · adventurous · grim · atmospheric · violent
Semantic match: ranked by tone
Distance: 0.0868
Batman is broken by Bane and forced to confront who should wear the cowl while Gotham remains under threat.
Why this is here
Tone labels: dark · grim · intense · brooding · serious · suspenseful · violent · tense · somber
Semantic match: ranked by tone
Distance: 0.0882
In flooded, war-torn America, two refugee teens and a bioengineered fighter are pulled into a brutal fight to survive.
Why this is here
Tone labels: bleak · brutal · grim · dark · harrowing · tense · haunting · intense · violent · hard-edged
Semantic match: ranked by tone
Distance: 0.0898
A drafted physicist in a near-future war uncovers mind-link tech and a science project that could remake humanity.
Why this is here
Tone labels: dark · violent · intense · thoughtful · ambitious · uneven · bleak · hopeful · anxious · cerebral · intriguing
Semantic match: ranked by tone
Distance: 0.0909
A Sith master and his apprentice hide in the shadows while Jedi suspicion, ancient lore, and deadly power struggles close in.
Why this is here
Tone labels: dark · violent · grim · tense · intense · thrilling · brooding · horror-tinged · ruthless · suspenseful
Semantic match: ranked by tone
Distance: 0.0913
In a dying future, Indigenous outcasts send one of their own back to 1492 to kill Columbus and try to change history.
Why this is here
Tone labels: bleak · violent · horrific · tense · cathartic · grim · unapologetic · dark · thought-provoking · disturbing · intense
Semantic match: ranked by tone
Distance: 0.0926
A hunted immortal teen is captured for experiments and pulled deeper into the hidden world of demi-humans.
Why this is here
Tone labels: dark · grim · brutal · chilling · tense · creepy · bleak · disturbing · suspenseful · heartbreaking · violent
Semantic match: ranked by tone
Distance: 0.0927
Wolverine’s feral years are interrupted by hunters, a circus, and a sinister scientist in this origin sequel.
Why this is here
Tone labels: dark · tragic · depressing · moody · gritty · somber · melancholy · violent · intense
Semantic match: ranked by tone
Distance: 0.0936
