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These books are ranked using the tone labels extracted for The New World.
Tone labels used: sad, heartbreaking, emotional, poignant, tragic, hopeful, bittersweet, tense, moving, raw
Focused on “thoughtful” 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.
Miles is sent to a remote village to investigate a baby’s death, forcing him to confront prejudice, law, and duty.
Why this is here
Tone labels: somber · melancholy · heartbreaking · poignant · bittersweet · thoughtful · serious · moving
Semantic match: ranked by tone
Distance: 0.0775
In a near-future town, a teen discovers she erased painful memories and must decide whether to reclaim them.
Why this is here
Tone labels: heartbreaking · emotional · poignant · thought-provoking · tender · sad · messy · hopeful · tense · bittersweet · raw · moving
Semantic match: ranked by tone
Distance: 0.0499
An angry, lonely teen who believes he was abducted by aliens meets someone who may help him escape Earth.
Why this is here
Tone labels: sad · hopeful · tender · angsty · melancholy · raw · bittersweet · quirky · poignant · intense · heartbreaking · thoughtful · earnest · redemptive
Semantic match: ranked by tone
Distance: 0.0813
![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: 0.0576
A Mars engineer's risky test flight creates the drive that will reshape human expansion across the Solar System.
Why this is here
Tone labels: bittersweet · tragic · poignant · melancholy · sweet · sad · uplifting · tense · emotional
Semantic match: ranked by tone
Distance: 0.0696
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: 0.0703
An older queer couple takes one last cross-country road trip as a black hole brings Earth’s final days closer.
Why this is here
Tone labels: heartbreaking · poignant · melancholy · hopeful · devastating · bittersweet · reflective · quiet · somber · tender · heartwarming · bleak · comforting · emotional
Semantic match: ranked by tone
Distance: 0.0773
Bucky Barnes tries to atone by helping ex-criminals start over, but one new case mirrors his own past too closely.
Why this is here
Tone labels: sad · tragic · heartfelt · moving · wholesome · hopeful · somber · intimate · gentle · gritty · tense · low-key · emotional · heart-shattering · bittersweet
Semantic match: ranked by tone
Distance: 0.0775
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: 0.0783
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: 0.0809
A queer college freshman facing suicide gets nine days to choose life as an asteroid heads for Earth.
Why this is here
Tone labels: heartbreaking · hopeful · bittersweet · tender · raw · emotional · devastating · quietly emotional · contemplative · compassionate
Semantic match: ranked by tone
Distance: 0.0816
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: 0.0841
