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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 “uplifting” 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 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
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
![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 trapped hawk-boy gets pulled into rescuing escaped aliens and faces a life-changing bargain with a meddling cosmic force.
Why this is here
Tone labels: emotional · angsty · hopeful · bittersweet · tragic · intense · anxious · uplifting · heartbreaking
Semantic match: ranked by tone
Distance: 0.0924
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
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
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
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
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
