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These books are ranked using the tone labels extracted for Fullmetal Alchemist, Vol. 6.
Tone labels used: heartbreaking, emotional, bittersweet, sad, touching, funny, hilarious, dark, devastating
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
In a world where every Y-chromosome mammal dies, the last man and his allies race toward the truth and an ending.
Why this is here
Tone labels: bittersweet · emotional · tragic · poignant · funny · shocking · satisfying · heartbreaking · dark · dramatic
Semantic match: ranked by tone
Distance: 0.0778
In a world where every Y-chromosome mammal dies, the lone survivor races across a broken globe for answers and love.
Why this is here
Tone labels: funny · sad · heartbreaking · bittersweet · emotional · tense · shocking · thought-provoking · satisfying (mixed) · melancholic · dark · hopeful
Semantic match: ranked by tone
Distance: 0.0932
A bullied, grieving queer teen must decide whether to save the world when aliens give him 144 days and a red button.
Why this is here
Tone labels: dark · humorous · bittersweet · bleak · heartbreaking · hopeful · raw · comical · poignant · angsty
Semantic match: ranked by tone
Distance: 0.1069
After a hard setback, the Elric brothers face mistrust, secrets, and a shocking loss that changes their path.
Why this is here
Tone labels: emotional · heartbreaking · serious · humorous · bittersweet · tense · dramatic · sad · intense
Semantic match: ranked by tone
Distance: 0.1074
An alien gladiator rescues his long-dreamed mate from brutal captivity and helps her face trauma, trust, and a hard future.
Why this is here
Tone labels: dark · somber · heartwarming · romantic · angsty · emotional · tender · funny · sweet · hopeful · heartbreaking
Semantic match: ranked by tone
Distance: 0.1086
In a future Florida queer retirement resort, a terminally ill woman throws one last party and hopes her lost love will come.
Why this is here
Tone labels: heartbreaking · life-affirming · funny · tender · sweet · hopeful · bittersweet · witty · warm · devastating · heartwarming · quirky · joyful · emotional · darkly humorous
Semantic match: ranked by tone
Distance: 0.1097
A two-person play follows one relationship across branching realities, where tiny choices reshape love, loss, and fate.
Why this is here
Tone labels: heartbreaking · poignant · funny · sweet · playful · melancholy · contemplative · jarring · haunting · emotional · bittersweet · tragic · witty
Semantic match: ranked by tone
Distance: 0.1101
In a ruined future, Tom, Wren, and their allies race through shifting factions and hidden secrets toward one last war-scarred reckoning.
Why this is here
Tone labels: dark · bittersweet · tragic · heartbreaking · heartwarming · witty · earnest · grim · satisfying
Semantic match: ranked by tone
Distance: 0.1112
An angry foster teen is hurled through history, forced to inhabit other lives and confront violence, identity, and empathy.
Why this is here
Tone labels: darkly funny · hilarious · tragic · angry · painful · raw · hopeful · sardonic · heartbreaking · biting · emotional · unsettling · bittersweet · sentimental
Semantic match: ranked by tone
Distance: 0.1140
A teen math prodigy with leukemia and a D&D friend group gets pulled into a time-travel mystery that could save a girl.
Why this is here
Tone labels: heartbreaking · heartwarming · nostalgic · fun · dark · wholesome · emotional · sweet · humorous · gritty · tense · bittersweet · mind-bending
Semantic match: ranked by tone
Distance: 0.1145
Two brothers chase a way to restore their bodies while uncovering a vast alchemical conspiracy.
Why this is here
Tone labels: emotional · heart-wrenching · dark · lighthearted · humorous · tragic · heartwarming · bittersweet · serious · playful
Semantic match: ranked by tone
Distance: 0.1154
A spaceship crew races to save a broken ex-soldier whose worsening alien poison threatens both his mind and his love.
Why this is here
Tone labels: heartbreaking · angsty · emotional · wrenching · hopeful · sad · dark · heavy · bittersweet · tense · claustrophobic · suspenseful · humorous moments
Semantic match: ranked by tone
Distance: 0.1163
A teen wizard must confront her mother’s terminal illness when magic cannot easily save the person she loves most.
Why this is here
Tone labels: heartbreaking · dark · emotional · serious · philosophical · tense · hopeful · bittersweet · mature · intense · touching
Semantic match: ranked by tone
Distance: 0.1189
A city watch commander is flung into his own past, where he must preserve history and mentor his younger self.
Why this is here
Tone labels: dark · funny · wry · satirical · somber · poignant · heartbreaking · hilarious · emotional · gritty · serious · hopeful · tragic · biting
Semantic match: ranked by tone
Distance: 0.1199
A bullied small-town teen musician chases escape and stardom while family secrets and crime pull him back.
Why this is here
Tone labels: sad · heartbreaking · melancholy · angsty · emotional · bittersweet · hopeful · tense · earnest · heartwarming · fun
Semantic match: ranked by tone
Distance: 0.1219
Levi’s pre-Corps past reaches a tragic turning point during a mission that forges his fate and his bond with Erwin.
Why this is here
Tone labels: heartbreaking · sad · tragic · emotional · gut-wrenching · hopeful · intense · bittersweet · cruel
Semantic match: ranked by tone
Distance: 0.1227
A Bronx teen considers a memory-erasing procedure that could free him from pain—or erase his true self.
Why this is here
Tone labels: dark · sad · heartbreaking · hopeful · bittersweet · emotional · intense · raw · heavy · thought-provoking · devastating · moving
Semantic match: ranked by tone
Distance: 0.1233
A detective faces a revenge-driven killer from her past while confronting old trauma and strains in her marriage.
Why this is here
Tone labels: emotional · heart-wrenching · witty · tense · romantic · dark · funny · intense · badass · bittersweet
Semantic match: ranked by tone
Distance: 0.1242
A brief Leon-centered bridge story shows his aftermath after Gaia's escape and leads into the next Birthmarked book.
Why this is here
Tone labels: sad · heartbreaking · emotional · dark · intense · brief · bittersweet · hopeful
Semantic match: ranked by tone
Distance: 0.1244
![Cover of 전지적 독자 시점 5 [Jeonjijeog Dogja Sijeom 5] by singNsong](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1602711623i/55673157.jpg)
A lone reader gets trapped inside a world-ending webnovel and must survive by using his knowledge of its ending.
Why this is here
Tone labels: emotional · bittersweet · tragic · hopeful · melancholy · heartbreaking · intense · devastating
Semantic match: ranked by tone
Distance: 0.1252
![Cover of 暗殺教室 20 [Ansatsu Kyōshitsu 20] by Yusei Matsui](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1464328021i/29542129.jpg)
As the end nears, a class of student assassins faces one last battle and one last goodbye to their extraordinary teacher.
Why this is here
Tone labels: emotional · heartbreaking · bittersweet · touching · uplifting · funny · silly · satisfying · beautiful
Semantic match: ranked by tone
Distance: 0.1258
In a ruined world of human-animal hybrids and plague fallout, Gus reaches Alaska for answers as danger closes in.
Why this is here
Tone labels: emotional · heartbreaking · bittersweet · dark · bleak · sweet · sincere · hopeful · tender · violent · beautiful · moving
Semantic match: ranked by tone
Distance: 0.1281
![Cover of 전지적 독자 시점 2 [Jeonjijeog Dogja Sijeom 2] by singNsong](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1615226676i/55673035.jpg)
A lone reader survives an apocalypse by using his knowledge of a novel’s ending while the story rewrites him.
Why this is here
Tone labels: heartbreaking · emotional · intense · melancholic · bittersweet · chaotic · wholesome · humorous · devastating · gripping
Semantic match: ranked by tone
Distance: 0.1284
