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Combine common axes
These books are ranked using the themes labels extracted for Vaster Than Empires and More Slow.
Themes labels used: 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
Focused on “self-preservation” 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 teen secretly linked to a parasite is pulled into escalating danger as other parasites infiltrate society and politics.
Why this is here
Themes labels: humanity · identity · environmentalism · dehumanization · coexistence · morality · social integration · psychological change · fear and paranoia · self-preservation · weakness · loss
Semantic match: ranked by themes
Distance: 0.1084
A scientist raises a dog with human intelligence, and his lonely life exposes the limits of belonging, love, and humanity.
Why this is here
Themes labels: 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
Semantic match: ranked by themes
Distance: 0.0812
A teen partially infected by a parasite struggles to stay human as a hidden alien threat spreads through his school.
Why this is here
Themes labels: humanity · identity · moral ambiguity · survival · coexistence · empathy · dehumanization · instinct versus reason · public fear · societal response · nature versus humanity · loss and grief · ethics of violence · otherness
Semantic match: ranked by themes
Distance: 0.0933
In a climate-ravaged future, a teenage refugee must travel north with a silent boy while borders, law, and conscience close in.
Why this is here
Themes labels: survival · humanity · empathy · hope · love · morality · border regimes · refugees · migration · climate change · overpopulation · scarcity · home · identity · trauma · memory · kindness · dehumanization · law vs conscience · social control · belonging · responsibility · loss · family · justice · nationalism · euthanasia · resource rationing · resilience
Semantic match: ranked by themes
Distance: 0.1142
A mixed-species expedition reaches a failing terraformed colony where strange memories and shifting reality hide a larger truth.
Why this is here
Themes labels: sentience · personhood · identity · memory · reality · consciousness · autonomy · belonging · otherness · unity vs division · curiosity · knowledge · curiosity ethics · first contact · community · fear of difference · storytelling · selfhood · morality · post-scarcity · survival · evolution · civilization · truth · perception
Semantic match: ranked by themes
Distance: 0.1145
An alien hive mind hijacks a desolate drunk and tries to turn humanity into one collective consciousness.
Why this is here
Themes labels: collective consciousness · individuality · community · cooperation · alienation · human nature · humanism · transcendence · evolution · identity · selfhood · miscommunication · loneliness · fear · violence · hope · optimism · compassion · civilization · social critique · gender and sex · sexuality · class
Semantic match: ranked by themes
Distance: 0.1157
Sentient bamboo on future Earth must stay hidden, then help humans survive war, robots, and a deadly plague.
Why this is here
Themes labels: sentience · cooperation · ecology · mutual dependence · peacebuilding · war · civilization · kindness · empathy · coexistence · nonhuman intelligence · environmental stewardship · religion · politics · community
Semantic match: ranked by themes
Distance: 0.1168
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: 0.1175
An exiled diplomat with a dangerous alien curse is hunted down to help humanity contact a new alien threat.
Why this is here
Themes labels: alienation · isolation · othering · human condition · trust · betrayal · honor · free will · sacrifice · greater good · moral responsibility · human nature · belonging · loneliness · empathy · communication · psyche · self-knowledge · redemption · ambition · social rejection · male bonding · human connection
Semantic match: ranked by themes
Distance: 0.1178
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: 0.1210
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: 0.1216
A severed outcast and his sister confront a new biological threat on a hostile alien world, while buried colony secrets surface.
Why this is here
Themes labels: isolation · belonging · survival · otherness · adaptation · change vs stagnation · colonialism · biology · humanity · community · ritual · communication · rehabilitation · power · fear of change · knowledge and ignorance
Semantic match: ranked by themes
Distance: 0.1225
