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These books are ranked using the themes labels extracted for I.D..
Themes labels used: identity, body image, gender identity, dysphoria, mind-body problem, selfhood, perception, human nature, ethics, medical ethics, choice, transformation, alienation, desire for escape, social unrest, technology and identity
Focused on “choice” 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 streetwise fixer in a Muslim future ghetto is pulled into a serial-killer hunt powered by brain implants and revenge.
Why this is here
Themes labels: identity · selfhood · transhumanism · bodily autonomy · gender fluidity · transgender identity · religion and modernity · morality · violence · addiction · agency · survival · power · choice · colonial aftereffects · cultural adaptation · humanity
Semantic match: ranked by themes
Distance: 0.1159
A hard-SF collection of ten concept-heavy stories exploring consciousness, genetics, mathematics, and the ethics of future technology.
Why this is here
Themes labels: consciousness · free will · identity · mind · mathematics · physics · genetics · biology · technology ethics · scientific materialism · religion vs science · tribalism · racism · sex and gender · sexuality · homophobia · transhumanism · posthumanism · pandemic anxiety · pandemics · AI · cloning · digital minds · personal identity · emotion · happiness · choice · ethics · epistemology · reality · cosmology · black holes · corporate power · bioethics · drug policy · culture wars
Semantic match: ranked by themes
Distance: 0.1267
In a surveillance state future Botswana, a controlled mother-to-be must survive a violent cover-up and a ghostly reckoning.
Why this is here
Themes labels: bodily autonomy · reproductive control · motherhood · patriarchy · misogyny · racism · classism · colorism · identity · memory and identity · freedom · surveillance · power · corruption · criminality · justice · resistance · morality · consciousness · technology and ethics · grief · trauma · choice · complicity · nature vs nurture · religion · spirituality · ancestral memory · gender identity · nonbinary identity · sexuality · capitalism · social control
Semantic match: ranked by themes
Distance: 0.1273
An alien who grew up on Earth warns of an invasion no one believes—until the signal arrives and her warning turns real.
Why this is here
Themes labels: identity · otherness · belonging · colonization · humanity · choice · acceptance · truth · dehumanization · immigration · trans identity · gender identity · neurodiversity · citizenship · rights · propaganda · fear mongering · xenophobia · love · family · survival · morality · ethics · climate change · environmental collapse · class · patriarchy · mental health
Semantic match: ranked by themes
Distance: 0.1279
A trans woman’s personal vendetta collides with a hormone-crisis future where gender becomes a choice, a weapon, and a reckoning.
Why this is here
Themes labels: gender identity · transition · trans solidarity · transmisogyny · microaggressions · internalized transphobia · revenge · ethics · community conflict · self-actualization · body autonomy · medical precarity · social collapse · choice · scarcity · marginalization
Semantic match: ranked by themes
Distance: 0.1290
Five digital crew members on a microscopic survey ship encounter a mysterious sphere that warps memory, time, and identity.
Why this is here
Themes labels: identity · personhood · humanity · free will · corporate power · state oppression · transphobia · queer oppression · capitalism · memory · reality · self-discovery · conditioning · choice · social control · social commentary · transhumanism · time · freedom · forbidden knowledge · moral awakening
Semantic match: ranked by themes
Distance: 0.1300
A teen wakes each day in a different body, until one unexpected connection threatens their careful routine.
Why this is here
Themes labels: identity · gender identity · body image · perspective · love and attachment · loneliness · ethics · agency · mental health · diversity · prejudice · acceptance · selfhood · continuity · relationship power dynamics
Semantic match: ranked by themes
Distance: 0.1006
A trans salvager chases city citizenship and gender-affirming care, then a job and an AI companion complicate everything.
Why this is here
Themes labels: bodily autonomy · identity · sentience · personhood · free will · consent · gender dysphoria · trans joy · trans pain · self-determination · class inequality · liberation · community · kindness · humanity · social justice · access to healthcare · prejudice · neurodivergence
Semantic match: ranked by themes
Distance: 0.1019
A curated anthology of 19 contemporary fantasy stories showcasing rising voices, weird premises, and genre-bending moods.
Why this is here
Themes labels: identity · otherness · desire · loneliness · loss · abandonment · family trauma · secrecy · trust · consent · gender politics · feminism · queerness · belonging · risk · fate · choice · human nature · mortality · coming of age · work/life tension · society · alienation · freedom · monstrosity
Semantic match: ranked by themes
Distance: 0.1340
In a near-future world of body-changing tech, two young women begin a sweet, queer romance while navigating difference and trust.
Why this is here
Themes labels: identity · self-acceptance · body image · disability · ableism · communication · honesty · queer community · diversity · growth · love and difference · choice · happiness · self-care · being seen
Semantic match: ranked by themes
Distance: 0.1344
A scavenger finds a sentient animal mask, and the two are pulled into a revenge-fueled, queer sci-fi chase.
Why this is here
Themes labels: identity · personhood · gender identity · bodily autonomy · consent · transphobia · queerness · feminine rage · revenge · humanity · consciousness · self-acceptance · freedom · control · capitalism · misogyny · body-mind divide · survival · self-determination · embodiment · memory · privacy · dehumanization
Semantic match: ranked by themes
Distance: 0.1045
A newly awakened AI questions identity, gender, and belonging while trying to live among humans in a near future.
Why this is here
Themes labels: identity · selfhood · consciousness · humanity · difference · conformity · social integration · labels · gender · sex and gender · trans identity · transfobia · feminism · discrimination · otherness · prejudice · ethics · personhood · anthropocentrism · free will · language and naming · body autonomy · purpose · rebellion · technology and society · philosophical inquiry
Semantic match: ranked by themes
Distance: 0.1083
