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Combine common axes
These books are ranked using the themes labels extracted for Close Liaisons.
Themes labels used: freedom, control, consent, bodily autonomy, trust, betrayal, prejudice, power, surveillance, identity, loyalty, humanity, evolution, environmental responsibility, predestination
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A reporter pursues a hidden genetic hybrid, and their dangerous chemistry ignites a heat neither can ignore.
Why this is here
Themes labels: freedom · bodily autonomy · consent · control · identity · survival · genetic ethics · scientific abuse · exposure · secrecy · loyalty · betrayal · justice · animal nature · instinct vs reason · love as bond · family obligation
Semantic match: ranked by themes
Distance: 0.0806
Exiled to a deadly island prison, a defiant woman must survive rival factions, hidden science, and forbidden attraction.
Why this is here
Themes labels: survival · reproductive control · bodily autonomy · rebellion · power and control · trust · betrayal · freedom · oppression · resistance · identity · sanity · science and power · morality · chosen loyalty
Semantic match: ranked by themes
Distance: 0.0851
In 2095, a cyborg enforcer’s glitch cracks open a perfect society and leads her toward forbidden love and rebellion.
Why this is here
Themes labels: humanity · freedom · identity · control · obedience · defiance · trust · betrayal · corporate power · surveillance · individuality · love · duty · self-discovery · artificial intelligence · programming · morality · truth and lies · fate vs choice · class oppression · social control
Semantic match: ranked by themes
Distance: 0.0867
An abducted human performer and an undercover alien warrior become fated mates amid captivity, secrets, and war.
Why this is here
Themes labels: consent · equality · prejudice · species divide · survival · self-determination · freedom · resilience · trust · identity · loyalty · sacrifice · war · morality · captivity and abuse
Semantic match: ranked by themes
Distance: 0.0884
After a betrayal, a young woman in an AI-run afterlife races to rescue her people and topple a brutal regime.
Why this is here
Themes labels: trust · betrayal · freedom · responsibility · morality · humanity · sacrifice · loss · guilt · identity · leadership · power · loyalty · choice · good and evil · mind control
Semantic match: ranked by themes
Distance: 0.0885
Breq must protect Athoek Station as civil war, alien visitors, and her old enemy converge on a fragile peace.
Why this is here
Themes labels: identity · personhood · freedom · autonomy · consent · loyalty · justice · mercy · oppression · colonialism · revolution · belonging · humanity · nonhuman rights · forgiveness · love · responsibility · civilization · community · care
Semantic match: ranked by themes
Distance: 0.0924
A teen fugitive finds a supposedly safe town is just another layer of the same deadly experiment.
Why this is here
Themes labels: control · freedom · surveillance · trust · identity · manipulation · agency · moral compromise · survival · humanity
Semantic match: ranked by themes
Distance: 0.0931
An engineered war beast breaks his programming and fights the creators who want him erased in a brutal future war.
Why this is here
Themes labels: freedom · obedience · identity · humanity · slavery · loyalty · choice · survival · revenge · war ethics · moral ambiguity · personhood · corporate power · environmental collapse · class struggle · family · trauma · self-determination · human rights
Semantic match: ranked by themes
Distance: 0.0947
A snarky psychokinetic government operative has 24 hours to clear her name after a murder points straight at her.
Why this is here
Themes labels: identity · freedom · control · government power · trust · belonging · morality · humanity · chosen family · self-acceptance · secrecy · exploitation · surveillance · truth seeking · innocence
Semantic match: ranked by themes
Distance: 0.0947
A former shadow and an ex-rebel turn against a new power grab in a chaotic, high-stakes future full of old ghosts.
Why this is here
Themes labels: freedom · responsibility · identity · technology · surveillance · AI ethics · power · rebellion · forgiveness · trauma · grief · choice · sacrifice · consequences · truth and lies · humanity · social control · feminism · government
Semantic match: ranked by themes
Distance: 0.0950
A boy chosen to receive hidden memories discovers the cost of his community’s perfect, controlled sameness.
Why this is here
Themes labels: choice · freedom · individuality · memory · conformity · emotion · identity · adversity · ignorance · ethics · control · sameness · freedom vs safety · truth · humanity
Semantic match: ranked by themes
Distance: 0.0952
A rogue general commandeers a fleet in a calendar-driven space empire, forcing allies and enemies into a dangerous trust game.
Why this is here
Themes labels: loyalty · obedience · freedom · rebellion · power · oppression · governance · personhood · identity · immortality · duty · choice · morality · control · humanity · betrayal · collective versus individual
Semantic match: ranked by themes
Distance: 0.0954
