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Combine common axes
These books are ranked using the themes labels extracted for Under the Never Sky.
Themes labels used: survival, trust, prejudice, identity, coming of age, courage, fear, freedom, love, loyalty, class divide, technology dependence
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A memory-fractured teen uncovers her true identity while a deadly virus and alien blame game ignite chaos around her.
Why this is here
Themes labels: identity · self-discovery · memory · trust · love · loyalty · secrecy · prejudice · fear · survival · truth · betrayal · coming of age · coexistence
Semantic match: ranked by themes
Distance: 0.0905
A traumatized teen teams with a mysterious alien to rescue her brother, only to uncover secrets that could change Earth.
Why this is here
Themes labels: trust · loyalty · trauma · survival · prejudice · secrecy · identity · rescue · love vs fear · social control · independence · betrayal · hope · humanity · coming-of-age
Semantic match: ranked by themes
Distance: 0.0925
A secret third child must survive boarding school undercover while hiding his identity from classmates, teachers, and the state.
Why this is here
Themes labels: courage · identity · belonging · secrecy · trust · betrayal · coming of age · resistance · totalitarianism · population control · bullying · education · freedom · survival · moral compromise · fear
Semantic match: ranked by themes
Distance: 0.0971
A prep-trained teen must lead her blended family through explosions, political chaos, and a hunt for the truth.
Why this is here
Themes labels: survival · trust · family loyalty · political conflict · truth · betrayal · preparedness · responsibility · social division · economic collapse · power · identity · coming of age · hope · fear · social commentary
Semantic match: ranked by themes
Distance: 0.1014
A fierce underground fighter plots escape from a brutal caste system, then falls for a boy from the top floor.
Why this is here
Themes labels: freedom · oppression · classism · survival · systemic control · identity · hope · resistance · loyalty · self-reliance · prejudice · love versus duty · power imbalance · coming of age · belonging
Semantic match: ranked by themes
Distance: 0.1014
Three linked novellas reveal hidden backstories, secret allies, and missing pieces in the fight against an alien invasion.
Why this is here
Themes labels: loyalty · trust · secrecy · identity · survival · resistance · coming of age · responsibility · community · loss · hope · truth
Semantic match: ranked by themes
Distance: 0.1055
A sheltered woman flees a deadly compound conspiracy and must survive the wasteland with a guarded rescuer.
Why this is here
Themes labels: survival · freedom · control · indoctrination · betrayal · trust · prejudice · adaptation · trauma · resilience · agency · community · personal growth · love under pressure · social hierarchy · class divide
Semantic match: ranked by themes
Distance: 0.1058
A hidden alien-human hybrid must survive high school, a bully, and a dangerous crush without exposing her secret.
Why this is here
Themes labels: identity · belonging · secrecy · trust · freedom · self-protection · bullying · coming of age · morality · humanity · survival · social pressure · betrayal · family loyalty · scientific ethics
Semantic match: ranked by themes
Distance: 0.1083
A marked teen blackjack dealer hires a mercenary crew to cross a frozen, ruined Earth toward a rumored paradise.
Why this is here
Themes labels: survival · environmental collapse · persecution · identity · self acceptance · trust · freedom · love versus danger · power and control · class divide · hope · corrupt government · coming of age · difference and belonging · human cruelty
Semantic match: ranked by themes
Distance: 0.1084
A feared academy student gains dangerous powers linked to the enemy and must survive school, secrets, and war.
Why this is here
Themes labels: identity · fear of difference · trust · loyalty · power and responsibility · prejudice · survival · friendship · truth and secrets · self-discovery · coming of age · agency · betrayal · morality of power
Semantic match: ranked by themes
Distance: 0.1107
A teen space refugee must survive a brutal multi-stage contest on Atlantis while love, politics, and war collide.
Why this is here
Themes labels: survival · identity · coming of age · class hierarchy · power and control · leadership · loyalty · courage · resilience · integrity · compassion · honor · self-assertion · love under pressure
Semantic match: ranked by themes
Distance: 0.1123
A sheltered princess teams with a magic-powered outsider to find a missing girl in a post-apocalyptic royal court.
Why this is here
Themes labels: identity · coming of age · loyalty · friendship · freedom · power · trust · grief · class difference · political intrigue · rebellion · survival · personal growth · sacrifice · faith
Semantic match: ranked by themes
Distance: 0.1132
