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These books are ranked using the tone labels extracted for Star Wars: The Last Jedi.
Tone labels used: emotional, tense, melancholic, hopeful, divisive, dramatic, angsty, bittersweet, intense
Focused on “light” 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 future ruled by fertility control, one family tries to protect a rare blue-cell daughter from the state.
Why this is here
Tone labels: tense · anxious · melancholic · hopeful · urgent · dramatic · light · thrilling · emotional
Semantic match: ranked by tone
Distance: 0.0668
A wounded war leader faces an enemy empire, buried secrets, and shifting bonds in a brutal, emotional science-fantasy clash.
Why this is here
Tone labels: emotional · heartbreaking · tragic · bittersweet · intense · dramatic · brutal · melancholic · hopeful · tense · angsty
Semantic match: ranked by tone
Distance: 0.0424
A memory-scrambled Psy woman lands on a guarded leader’s doorstep, and both must decide whether she’s a threat or salvation.
Why this is here
Tone labels: angsty · emotional · dark · tense · romantic · dramatic · melancholic · intense · tender · brooding
Semantic match: ranked by tone
Distance: 0.0610
A short prequel follows Lena’s mother as she falls in love, is caged by a cure-driven society, and plans escape.
Why this is here
Tone labels: sad · melancholic · bittersweet · emotional · dramatic · hopeful · heartbreaking · tender · dark
Semantic match: ranked by tone
Distance: 0.0655
![Cover of 전지적 독자 시점 4 [Jeonjijeog Dogja Sijeom 4] by singNsong](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1602711402i/55673120.jpg)
A reader trapped inside his favorite webnovel uses foreknowledge to survive an ever-worsening apocalypse and its stories.
Why this is here
Tone labels: emotional · tense · anxious · heartbreaking · hopeful · melancholic · epic · intense · catastrophic
Semantic match: ranked by tone
Distance: 0.0693
An outcast soldier in a brutal alien caste system risks everything when a contract companion awakens love and rebellion.
Why this is here
Tone labels: dark · angsty · emotional · heartwrenching · tense · dramatic · sweet · romantic · violent · oppressive · hopeful · melodramatic
Semantic match: ranked by tone
Distance: 0.0722
A young Jedi apprentice is torn between duty and a youth-led peace movement on a planet locked in endless war.
Why this is here
Tone labels: tense · emotional · sad · heavy · grim · hopeful · reflective · intense · angsty · dark
Semantic match: ranked by tone
Distance: 0.0722
![Cover of 東京喰種トーキョーグール:re 11 [Tokyo Guru:re 11] by Sui Ishida](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1497461427i/34604315.jpg)
A quieter, emotional Tokyo Ghoul:re volume where reunions, shifting loyalties, and a tightening CCG threat reshape the war.
Why this is here
Tone labels: emotional · intense · dark · brutal · tender · melancholic · hopeful · uneasy · chaotic · heartfelt
Semantic match: ranked by tone
Distance: 0.0736
After losing every other day to a hidden double self, a young acrobat fights to keep his own life from disappearing.
Why this is here
Tone labels: melancholic · sad · bittersweet · emotionally intense · anxious · distressing · cruel · tender · hopeful · reflective · haunting · heartbreaking
Semantic match: ranked by tone
Distance: 0.0769
Miss Selena’s academy years lead to a perilous quest that exposes hidden origins, broken trust, and a new clan.
Why this is here
Tone labels: emotional · tense · melancholic · tragic · bitter · heartbreaking · exciting · dramatic · nostalgic
Semantic match: ranked by tone
Distance: 0.0780
A family on a frontier exoplanet and their past selves on Earth race across time to uncover the truth and survive.
Why this is here
Tone labels: emotional · heartbreaking · hopeful · bittersweet · tragic · tense · anxious · melancholic · harrowing
Semantic match: ranked by tone
Distance: 0.0804
