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These books are ranked using the tone labels extracted for Mockingjay.
Tone labels used: dark, bleak, haunting, heartbreaking, intense, grim, tragic, bittersweet, chilling, depressing
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A teen diarist survives a climate-warped world as two survivor families collide and love, faith, and shortages collide.
Why this is here
Tone labels: bleak · dark · grim · tense · heartbreaking · emotional · chilling · depressing
Semantic match: ranked by tone
Distance: 0.0420
Two cousins on opposite sides of a Force-seeking cult face war, grief, and betrayal as Phase II of the saga closes.
Why this is here
Tone labels: dark · eerie · bleak · haunting · intense · chilling · twisted · savage · shocking · thrilling · emotional · bittersweet
Semantic match: ranked by tone
Distance: 0.0474
![Cover of 進撃の巨人 34 [Shingeki no Kyojin 34] by Hajime Isayama](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1622406464i/56304131.jpg)
The series finale brings the world’s last battle, forcing former allies to confront freedom, hatred, and the cost of survival.
Why this is here
Tone labels: bittersweet · dark · tragic · bleak · emotional · heartbreaking · intense · shocking
Semantic match: ranked by tone
Distance: 0.0479
A retired general is pulled into a covert investigation in a ruined occupied city where war, gods, and violence still linger.
Why this is here
Tone labels: dark · bleak · somber · intense · melancholy · oppressive · emotionally heavy · gritty · heartbreaking
Semantic match: ranked by tone
Distance: 0.0491
A gender-nonconforming scavenger from a plague-ravaged settlement sets out to rescue women and confront a tyrant.
Why this is here
Tone labels: dark · bleak · grim · brutal · haunting · hauntingly hopeful · disturbing · intense · depressing · tense
Semantic match: ranked by tone
Distance: 0.0496
A reluctant leper returns to a magical realm, where war, doubt, and a second outsider force him to confront reality.
Why this is here
Tone labels: dark · grim · bleak · brooding · tragic · tense · haunting · despairing · somber · emotionally intense
Semantic match: ranked by tone
Distance: 0.0511
A flashback-heavy volume reveals the genocide that shaped key soldiers, alchemists, and their path to redemption.
Why this is here
Tone labels: dark · grim · heartbreaking · brutal · somber · intense · depressing · tragic · unflinching
Semantic match: ranked by tone
Distance: 0.0516
A frame-told alien history traces the doomed fall of a peaceful species as war, betrayal, and resistance collide.
Why this is here
Tone labels: tragic · dark · bleak · heartbreaking · bittersweet · haunting · somber · hopeful · brutal · devastating
Semantic match: ranked by tone
Distance: 0.0542
An archaeologist in a future Dominican Republic loses 40 years in a pocket world and returns to a changed, corporate-dominated reality.
Why this is here
Tone labels: bleak · melancholy · heartbreaking · somber · despairing · bittersweet · atmospheric · intense
Semantic match: ranked by tone
Distance: 0.0546
When a family funeral collides with an alien secret, Jake must choose between protecting his father and his brother.
Why this is here
Tone labels: dark · tense · bleak · emotional · somber · intense · anxious · heartbreaking
Semantic match: ranked by tone
Distance: 0.0573
A short companion novella follows Raven after the auction, revealing her brutal life inside the Countess’s palace.
Why this is here
Tone labels: dark · grim · disturbing · heartbreaking · sad · tense · bleak · harrowing
Semantic match: ranked by tone
Distance: 0.0582
A human soldier enters an elite exosuit program in an endless alien war, only to discover the cost of becoming a weapon.
Why this is here
Tone labels: dark · grim · chilling · eerie · haunting · sad · depressing · hopeless · horror-tinged · disturbing · bleak · intense
Semantic match: ranked by tone
Distance: 0.0589
