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Combine common axes
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 “heartwarming” 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.
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
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
Three ordinary pets are turned into cyborg weapons, then escape and fight to find home while pursued by their makers.
Why this is here
Tone labels: heartbreaking · violent · brutal · poignant · emotional · sad · unsettling · hopeful · heartwarming · bittersweet
Semantic match: ranked by tone
Distance: 0.0852
A grieving Black teen who can glimpse the future through touch races to save his brother while confronting fear, racism, and fate.
Why this is here
Tone labels: heartbreaking · emotionally heavy · hopeful · bittersweet · poignant · intense · gripping · heartwarming · tragic · anxious
Semantic match: ranked by tone
Distance: 0.0876
![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 queer married couple faces love, grief, and goodbye as one husband slowly succumbs to a zombie-like infection.
Why this is here
Tone labels: bittersweet · heartbreaking · sad · emotional · tender · beautiful · poignant · devastating · heartwarming · tragic · melancholic · existential · quiet · uneasy · grotesque
Semantic match: ranked by tone
Distance: 0.0929
In a shattered future, a scavenging robot and a desperate human form a forbidden bond that could change everything.
Why this is here
Tone labels: heartbreaking · heartwarming · hopeful · bleak · melancholy · swoony · sexy · tense · emotional · bittersweet · beautiful
Semantic match: ranked by tone
Distance: 0.0930
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
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: 0.1019
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
