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Combine common axes
These books are ranked using the themes labels extracted for The Goblin Emperor.
Themes labels used: kindness, compassion, justice, belonging, loneliness, grief, prejudice, racism, power and responsibility, leadership, maturity, identity, survival, trust, courtesy, marginalization, social class, gender roles, redemption, civility, ethical rule
Focused on “survival” 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 human lawyer accused of murder is held by an alien commander whose duty collides with desire and empire politics.
Why this is here
Themes labels: justice · innocence · survival · trust · redemption · identity · belonging · power · loyalty · prejudice · social roles · gender roles · fertility
Semantic match: ranked by themes
Distance: 0.0782
In a zombie-haunted fortress, survivors must expand, resupply, and fend off both the dead and the living.
Why this is here
Themes labels: survival · community · grief · trauma · loss · resilience · leadership · morality · justice · prejudice · identity · sexuality · gender roles · family after disaster · trust · human cruelty · hope
Semantic match: ranked by themes
Distance: 0.1026
A lucky outsider enters a power academy where cosmic abilities, rivalries, and a looming war reshape her future.
Why this is here
Themes labels: identity · self-discovery · belonging · trust · friendship · loyalty · prejudice · power and responsibility · survival · social division · politics · equality · trauma · luck vs effort · acceptance
Semantic match: ranked by themes
Distance: 0.1046
A revitalized teen zombie joins her team on a dangerous escort mission, only to find human cruelty waiting at the safe haven.
Why this is here
Themes labels: racism · prejudice · survival · morality · human nature · identity · loyalty · safety vs honor · societal collapse · good vs evil · hope · responsibility · trauma · family legacy · trust · othering
Semantic match: ranked by themes
Distance: 0.1065
Reunited after months apart, Aria and Perry must fight tribal distrust, storm danger, and divided loyalties to survive.
Why this is here
Themes labels: survival · leadership · belonging · sacrifice · trust · love vs duty · identity · community · prejudice · loyalty · hope · self-respect
Semantic match: ranked by themes
Distance: 0.1081
In a nuclear-scarred future, a human defender and an enhanced outsider must trust each other to survive a new war.
Why this is here
Themes labels: trust · survival · trauma · hope · community · prejudice · betrayal · cooperation · identity · humanity · marginalization · power and control · redemption · healing · loyalty · sacrifice · free will · belonging
Semantic match: ranked by themes
Distance: 0.1083
Two grieving teen boys survive a deadly post-virus world together, then face dangerous secrets and growing feelings.
Why this is here
Themes labels: survival · trust · hope · love · trauma · secrecy · identity · courage · humanity · morality · scarcity · community · fear · loss · grief · prejudice · homophobia · white supremacy · gender roles · religion · mutual care
Semantic match: ranked by themes
Distance: 0.1093
A prison cleaner on a dying Earth nurses a near-catatonic alien inmate back to life, drawing them both into danger.
Why this is here
Themes labels: compassion · survival · hope · loneliness · dehumanization · class divide · prejudice · captivity · bodily vulnerability · moral conflict · kindness under hardship · loyalty
Semantic match: ranked by themes
Distance: 0.1105
An AI reborn in an illegal human body and a cloned mechanic's pasts intertwine in a hopeful search for identity and belonging.
Why this is here
Themes labels: identity · personhood · sentience · belonging · freedom · autonomy · prejudice · class structure · gender · equality · humanity · purpose · survival · motherhood · family · consciousness · cultural difference · ethics · self-determination · empathy · social justice
Semantic match: ranked by themes
Distance: 0.1114
A teen survivor and a defective alien soldier forge an uneasy bond after Earth is invaded, turning survival into trust.
Why this is here
Themes labels: survival · humanity · grief · loss · love · prejudice · racism · identity · belonging · trauma · forgiveness · trust · loyalty · hope · mourning · defection · free will · morality · emotional intimacy
Semantic match: ranked by themes
Distance: 0.1136
A survival-minded family rides out nuclear war in a bunker, then discovers a radically altered future society.
Why this is here
Themes labels: racism · slavery · freedom · liberty · power corruption · survival · gender roles · sexism · civil rights · individualism · collectivism · social hierarchy · prejudice
Semantic match: ranked by themes
Distance: 0.1136
A human slave is taken by an alien snake-shifter leader whose duty, desire, and instincts collide over one impossible mate.
Why this is here
Themes labels: freedom · survival · self-worth · cultural adaptation · belonging · duty vs desire · identity · choice · trust · forgiveness · power and status · gender roles · women supporting women · mutual respect · consent · transformation · leadership
Semantic match: ranked by themes
Distance: 0.1144
