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These books are ranked using the tone labels extracted for Out There: Into the Queer New Yonder – A Young Adult Sci Fi Anthology of LGBTQ+ Speculative Fiction.
Tone labels used: bittersweet, bleak, hopeful, melancholy, emotional, wistful, dreadful, funny, sweet, heavy, angsty
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
After a brief reprieve, surviving soldiers must adjust to a new refuge before war pulls them back to the front.
Why this is here
Tone labels: bleak · bittersweet · melancholic · tense · somber · hopeful · emotional · heartfelt · traumatic · bitter
Semantic match: ranked by tone
Distance: 0.0589
A fugitive family makes a risky stop on a war-torn comet, where survival, loss, and love collide.
Why this is here
Tone labels: bleak · heartbreaking · tragic · dark · emotional · bittersweet · hopeful · wild · weird · shocking · humorous · tense · gloomy · ruthless
Semantic match: ranked by tone
Distance: 0.0589
Two household AIs flee abuse, discover freedom, and fall in love while hunted through a near-future dystopia.
Why this is here
Tone labels: bleak · heartbreaking · angsty · hopeful · tender · sweet · poignant · melancholy · emotional · atmospheric · nerve-wracking · bittersweet
Semantic match: ranked by tone
Distance: 0.0634
A teen and her adoptive mother flee a deadly outbreak and cross a water-scarce wasteland toward rumored safety.
Why this is here
Tone labels: bleak · dark · gloomy · grim · gritty · brutal · atmospheric · desolate · hopeful · bittersweet · tense · emotional · raw
Semantic match: ranked by tone
Distance: 0.0637
A time-traveling history team faces a returning enemy, family upheaval, and deadly historical missions.
Why this is here
Tone labels: humorous · dark · bleak · heartbreaking · tragic · witty · emotional · anxious · bittersweet · chaotic
Semantic match: ranked by tone
Distance: 0.0641
Clint and Kate face a fractured present, a possible future, and Kate’s past as their partnership nears a breaking point.
Why this is here
Tone labels: emotional · melancholy · angsty · bittersweet · humorous · depressing
Semantic match: ranked by tone
Distance: 0.0664
As Gotham remains broken after a devastating earthquake, Batman and allies battle gangs, villains, and power grabs to reclaim the city.
Why this is here
Tone labels: dark · bleak · grim · melancholy · hopeful · tense · emotional · dour · serious · heartbreaking · bittersweet · melodramatic
Semantic match: ranked by tone
Distance: 0.0671
Runaway teen superheroes face a deadly attack on their home, resurfacing ghosts, and an abrupt ending.
Why this is here
Tone labels: dark · melancholy · angsty · emotional · depressing · frustrating · tense · sad · bittersweet
Semantic match: ranked by tone
Distance: 0.0677
A naive alien uses time travel to try to save a bullied fourth grader, but each fix deepens a tragic spiral.
Why this is here
Tone labels: bleak · tragic · heartbreaking · dark · somber · bittersweet · hopeful · unsettling · emotional · traumatic · horrific · wild
Semantic match: ranked by tone
Distance: 0.0688
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: 0.0693
A sentient mushroom infiltrates a human base to recover his spore, only to face a wary judge and an unraveling apocalypse.
Why this is here
Tone labels: angsty · heartbreaking · sweet · hopeful · dark · bleak · humorous · wholesome · tender · muted · poignant · devastating · adorable · emotional · warm
Semantic match: ranked by tone
Distance: 0.0695
A bullied, grieving queer teen must decide whether to save the world when aliens give him 144 days and a red button.
Why this is here
Tone labels: dark · humorous · bittersweet · bleak · heartbreaking · hopeful · raw · comical · poignant · angsty
Semantic match: ranked by tone
Distance: 0.0710