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Combine common axes
These books are ranked using the tone labels extracted for Non-Stop.
Tone labels used: claustrophobic, mysterious, adventurous, psychological, dark, pessimistic, cynical, visceral, thrilling, wonder-struck
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A boy searching underground for his missing father is drawn deeper into a brutal hidden world and a widening conspiracy.
Why this is here
Tone labels: dark · grim · bleak · tense · claustrophobic · mysterious · adventurous · suspenseful · gory · stressful
Semantic match: ranked by tone
Distance: 0.0745
An outcast teen plunges beneath a frozen world and discovers a hidden society, danger, and a new place for herself.
Why this is here
Tone labels: bleak · claustrophobic · tense · dark · hopeful · mysterious · sinister · adventurous · foreboding · surreal
Semantic match: ranked by tone
Distance: 0.0752
A boy searching for his missing father discovers a brutal subterranean society beneath London.
Why this is here
Tone labels: dark · mysterious · creepy · bleak · ominous · claustrophobic · gritty · adventurous · tense · unsettling · sinister
Semantic match: ranked by tone
Distance: 0.0811
A mine engineer returns to a supposedly exhausted Scottish coal mine and uncovers a hidden underground world of mystery and danger.
Why this is here
Tone labels: atmospheric · claustrophobic · mysterious · quaint · adventurous · romantic · dark · uneasy
Semantic match: ranked by tone
Distance: 0.0834
A far-future pirate crew of sisters tries to survive their new notoriety while deeper mysteries about their world unfold.
Why this is here
Tone labels: dark · tense · brooding · claustrophobic · adventurous · gritty · suspenseful · melancholy · uneasy · exciting
Semantic match: ranked by tone
Distance: 0.0838
When giant butterfly-like creatures swarm her town, an anxious teen must help her siblings and friends survive at home.
Why this is here
Tone labels: dark · moody · eerie · tense · anxiety-inducing · claustrophobic · gross · creepy · thrilling · ominous
Semantic match: ranked by tone
Distance: 0.0842
On a cut-off survey ship, a psychologist investigates crew madness while androids, secrets, and an icy world turn uncanny.
Why this is here
Tone labels: claustrophobic · eerie · atmospheric · tense · creeping dread · psychological · dark · unsettling · mysterious
Semantic match: ranked by tone
Distance: 0.0854
A teen wakes trapped in a mysterious dome with his family, and a later-arriving family turns survival into conflict.
Why this is here
Tone labels: claustrophobic · uneasy · tense · creepy · thought-provoking · unsettling · psychological · existential · eerie
Semantic match: ranked by tone
Distance: 0.0881
A hidden human colony risks everything when one mission pulls its leader into a galaxy-spanning fight against extinction.
Why this is here
Tone labels: bleak · dark · tense · awe-struck · chilling · desolate · thrilling · claustrophobic · cosmic · ominous
Semantic match: ranked by tone
Distance: 0.0901
A misfit teen friend group joins an AI-powered game that grants rewards, demands obedience, and turns deadly.
Why this is here
Tone labels: dark · sinister · tense · suspenseful · thrilling · claustrophobic · creepy · anxiety-inducing · intense · propulsive · edgy
Semantic match: ranked by tone
Distance: 0.0918
Years after Bird Box, Malorie must choose between rigid survival rules and a risky search for hope.
Why this is here
Tone labels: claustrophobic · dark · disturbing · ominous · foreboding · tense · pessimistic · hopeless · suspenseful · creepy · dread-filled · atmospheric
Semantic match: ranked by tone
Distance: 0.0927
A scientist returns to a lethal equatorial jungle zone on a rescue mission, and discovers corporate secrets and ecological horrors.
Why this is here
Tone labels: tense · claustrophobic · dreadful · horrific · existential · atmospheric · suspenseful · grim · philosophical · bizarre · thrilling · catastrophic
Semantic match: ranked by tone
Distance: 0.0932
