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Combine common axes
These books are ranked using the themes labels extracted for Saving the World and Other Extreme Sports.
Themes labels used: identity, family, loyalty, trust, adolescent love, choice, free will, environmentalism, corporate power, bioethics, discrimination, bigotry, collective action, heroism, survival, rebellion, fate vs agency, parentage, moral ambiguity, utopianism
Focused on “consequences” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
In a dystopian future where teens are harvested for parts, survivors face new threats and a manufactured boy questions who he is.
Why this is here
Themes labels: identity · humanity · morality · free will · sanctity of life · body autonomy · consequences · corruption · parental control · rebellion · survival · dehumanization · soul
Semantic match: ranked by themes
Distance: 0.1089
A self-replicating android girl goes on the run after a deadly outburst exposes a broken failsafe and a dangerous secret.
Why this is here
Themes labels: choice · free will · identity · personhood · nature versus nurture · autonomy · selfhood · parenting · love · dependency · humanity · slavery · exploitation · ethics of AI · moral responsibility · maturity · belonging · otherness · social control · body politics · consent · violence against vulnerable beings · religious futurism · class oppression
Semantic match: ranked by themes
Distance: 0.0934
An engineered war beast breaks his programming and fights the creators who want him erased in a brutal future war.
Why this is here
Themes labels: freedom · obedience · identity · humanity · slavery · loyalty · choice · survival · revenge · war ethics · moral ambiguity · personhood · corporate power · environmental collapse · class struggle · family · trauma · self-determination · human rights
Semantic match: ranked by themes
Distance: 0.0958
A teen chooses a rival faction in a fractured future and uncovers secrets that threaten her world, loves, and life.
Why this is here
Themes labels: identity · choice · bravery · loyalty · sacrifice · family · friendship · love · hope · grief · forgiveness · prejudice · corruption · power · government control · social order · individuality · human nature · morality · coming of age · genetics · science ethics
Semantic match: ranked by themes
Distance: 0.1022
A mutant teen leader must stop a doomsday cult while facing a split flock, a rival love interest, and looming apocalypse.
Why this is here
Themes labels: family · loyalty · betrayal · first love · identity · leadership · sacrifice · apocalypse · free will · brainwashing · trust · growing up · emotional conflict · environmentalism
Semantic match: ranked by themes
Distance: 0.1033
Fugitive teens chase answers about unwinding while converging plots, shifting loyalties, and hidden history reshape everything.
Why this is here
Themes labels: identity · humanity · personhood · ethics · morality · political power · social control · body autonomy · human rights · sacrifice · parental choice · class inequality · disposability · hope · fear · coming of age · responsibility · conscience · corruption · resistance · propaganda · corporate power · government power · moral ambiguity · existentialism
Semantic match: ranked by themes
Distance: 0.1034
Robot outlaw TIM-21 and allies flee one danger while rival factions close in and old secrets unravel across the galaxy.
Why this is here
Themes labels: identity · sentience · free will · humanity · trust · betrayal · loyalty · loss · war · prejudice · rights · perseverance · emotion · memory · change · nurture vs nature
Semantic match: ranked by themes
Distance: 0.1062
A clone brother hijacks his sibling’s life to rescue others like him, and the mission forces both men to confront who they are.
Why this is here
Themes labels: identity · selfhood · trauma · survival · family · choice · agency · inheritance · succession · genetics versus experience · humanity · moral responsibility · redemption · acceptance · personhood · social belonging · psychological harm · bioethics · class power · loyalty
Semantic match: ranked by themes
Distance: 0.1070
A cult-raised teen accepts a corporate cure, only to wake in a robot body and uncover a conspiracy about identity and control.
Why this is here
Themes labels: identity · humanity · agency · autonomy · bodily autonomy · consent · free will · corporate greed · capitalism · ethics · technology · religion · faith crisis · indoctrination · control · power · exploitative systems · selfhood · memory · morality · rebellion · resistance · classism · healthcare · social commentary
Semantic match: ranked by themes
Distance: 0.1071
A cloned special-ops soldier races to stop an alien alliance while his maker’s buried memories begin to surface.
Why this is here
Themes labels: identity · consciousness · free will · ethics · morality · humanity · choice · personhood · colonization · war ethics · nature vs nurture · individual agency · technology ethics · loyalty · duty · selfhood
Semantic match: ranked by themes
Distance: 0.1071
A fated young couple races across warring planets to stop a tyrant and decide whether destiny can be changed.
Why this is here
Themes labels: fate · free will · identity · family · war · peace · power · hope · resilience · trauma · grief · betrayal · choice · predestination · morality · xenophobia · preconceptions · survival · trust · love
Semantic match: ranked by themes
Distance: 0.1074
A scavenger girl with a hidden power and a robot-like outsider flee a broken future while unraveling her past.
Why this is here
Themes labels: identity · memory · free will · humanity · artificial intelligence · slavery · rebellion · choice · morality · power and control · personhood · family · survival · grief · trauma · ethics of creation · freedom · trust
Semantic match: ranked by themes
Distance: 0.1097
