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Combine common axes
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 “dehumanization” 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.
![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
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 debut short-story collection fusing horror, sci-fi, and fantasy to confront race, class, prejudice, and identity.
Why this is here
Themes labels: race · class · prejudice · love · exclusion · loneliness · identity · consent · ethics · systemic racism · oppression · dehumanization · empathy · humanity · grief · motherhood · fatherhood · technology and ethics · body autonomy · social justice · alienation · trauma · mental health · neurodiversity · immigration · Xenophobia · panic · survival
Semantic match: ranked by themes
Distance: 0.0984
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 1962 Baltimore, a mute janitor falls for a captured amphibious being and risks everything to free him.
Why this is here
Themes labels: otherness · acceptance · love · freedom · captivity · communication · mutual understanding · dehumanization · prejudice · racism · sexism · homophobia · class inequality · compassion · monstrosity · humanity · allyship · agency · war trauma · science ethics
Semantic match: ranked by themes
Distance: 0.1027
Two enemy pilots crash on a hostile planet and must survive together, slowly turning hatred into trust.
Why this is here
Themes labels: war · prejudice · racism · xenophobia · tolerance · empathy · humanity · otherness · cultural relativism · religion · philosophy · survival · honor · family · companionate love · peace · dehumanization · understanding
Semantic match: ranked by themes
Distance: 0.1049
In near-future South Africa, a drug-fueled power shift sparks gods, robots, and misfits into a chaotic fight for survival.
Why this is here
Themes labels: identity · self-discovery · belonging · love · acceptance · family · power · worship · fear · technology and humanity · tradition vs modernity · race · class · gender · sexuality · chronic illness · pain · memory · agency · dehumanization · community
Semantic match: ranked by themes
Distance: 0.1052
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 multiverse-spanning team races to stop an AI-human war from unleashing extinction across countless Earths.
Why this is here
Themes labels: identity · sentience · selfhood · consciousness · personhood · free will · autonomy · empathy · compassion · community · humanity · morality in war · redemption · sacrifice · peace vs violence · genocide · collateral damage · sustainability · authoritarianism · self-destruction · prejudice · dehumanization · victory through surrender · hope · optimism
Semantic match: ranked by themes
Distance: 0.1077
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
