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These books are ranked using the themes labels extracted for Sirius.
Themes labels used: alienation, otherness, identity, belonging, consciousness, humanity, nature versus nurture, intelligence, love, loneliness, religion, spirit, society and prejudice, ethics of experimentation, war, fear of the unknown, community, soul, meaning of life, free will, self-worth, difference, empathy, bigotry, disability
Focused on “loyalty” 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.
A hawk-bodied teen faces a family trap, a rescue mission, and a shattering truth about who he really is.
Why this is here
Themes labels: identity · belonging · humanity · otherness · family · war morality · sacrifice · instinct vs emotion · self-acceptance · survival · trauma · prejudice · love vs duty · choice · loyalty
Semantic match: ranked by themes
Distance: 0.0944
A cloned boy raised as property in a drug lord’s future borderland must confront what makes him human.
Why this is here
Themes labels: humanity · identity · nature versus nurture · free will · individuality · self-determination · prejudice · slavery · power · corruption · dehumanization · human rights · belonging · acceptance · loyalty · morality · ethics of cloning · survival · compassion · empathy · immortality · addiction · sacrifice · predestination
Semantic match: ranked by themes
Distance: 0.0981
A super-strong man’s life unfolds as he searches for belonging while society fears the gift that sets him apart.
Why this is here
Themes labels: alienation · otherness · individualism · human nature · morality · responsibility · purpose · identity · belonging · society and difference · war futility · disillusionment · eugenics · superiority · gift and burden · fear of difference · modernity · nature vs nurture · loneliness · bullying · social criticism · human limitation · power and ethics · self-control · despair · hope · sexism · racism
Semantic match: ranked by themes
Distance: 0.0710
In a shattered dystopia, Tris and Tobias venture beyond the fence and uncover truths that upend everything.
Why this is here
Themes labels: identity · loyalty · sacrifice · love · courage · truth · free will · choice · human nature · grief · war · betrayal · selflessness · nature vs nurture · power · social control · morality · belonging
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: 0.1065
A scientist’s pursuit of life beyond death unleashes a tragic chain of responsibility, rejection, and ruin.
Why this is here
Themes labels: ambition · responsibility · morality · humanity · alienation · loneliness · rejection · nature vs nurture · prejudice · class · ethics · science and ethics · knowledge and consequences · love and belonging · identity · grief · obsession · isolation · social judgement
Semantic match: ranked by themes
Distance: 0.0775
A disabled Earth-born teen is pulled into a first-contact crisis when an alien sphere appears over Earth.
Why this is here
Themes labels: discrimination · ableism · prejudice · acceptance · identity · belonging · self-worth · coming of age · fear of difference · xenophobia · intolerance · loyalty · duty · responsibility · family · humanity · first contact · hope · community
Semantic match: ranked by themes
Distance: 0.1077
The Death Gate Cycle ends as Haplo and Alfred race to the Seventh Gate while old enemies, new threats, and a vast world-spanning destiny collide.
Why this is here
Themes labels: prejudice · racism · fear · hate · power · authority · coexistence · redemption · sacrifice · faith · hope · love · morality · identity · good and evil · responsibility · transgenerational trauma · spirituality · government corruption · belonging · loyalty
Semantic match: ranked by themes
Distance: 0.1095
A misfit survey crew meets a forest world whose plant-life seems to feel fear and think as one.
Why this is here
Themes labels: empathy · fear · the Other · acceptance · interpersonal conflict · consciousness · intelligence · community · loneliness · alienation · migration · ecology · planetary ethics · ableism · difference · coexistence · human nature · contact with unknown · time perspective · sacrifice
Semantic match: ranked by themes
Distance: 0.0812
Misfit children with psychic gifts form a shared consciousness and must decide what power, identity, and humanity mean.
Why this is here
Themes labels: identity · belonging · loneliness · morality · ethics · human evolution · individuality · collective self · symbiosis · alienation · power · conscience · difference · social acceptance · humanity · psychiatry · sanity · morality and power · group purpose
Semantic match: ranked by themes
Distance: 0.0880
An android Avenger builds a family and moves to the suburbs, where normal life curdles into dread.
Why this is here
Themes labels: humanity · otherness · normalcy · belonging · family · prejudice · acceptance · identity · alienation · morality · community fear · good intentions
Semantic match: ranked by themes
Distance: 0.0882
![Cover of エルフェンリート 1 [Elfen Lied 1] by Lynn Okamoto](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1437196298i/555412.jpg)
An escaped mutant with split identities is taken in by strangers while the government hunts her down.
Why this is here
Themes labels: identity · prejudice · discrimination · abuse · trauma · alienation · revenge · human cruelty · loneliness · nature vs nurture · dehumanization · survival · acceptance · jealousy · self-worth
Semantic match: ranked by themes
Distance: 0.0940
