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Combine common axes
These books are ranked using the themes labels extracted for Elites of Eden.
Themes labels used: identity, memory, individuality, control, freedom, surveillance, manipulation, resistance, truth vs lies, environmental damage, ecology, social inequality, class divide, self-discovery, sacrifice, human nature, belonging, choice, love is love, brainwashing
Focused on “deception” 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.
An amnesiac stranger crosses a ruined future Earth to uncover his identity and the truth behind a city ruled by lies.
Why this is here
Themes labels: identity · memory · truth · falsehood · deception · selfhood · freedom · control · belonging · colonization · language · communication · propaganda · self-knowledge · moral choice · truth and power · social control · trust · hope · individual versus society · freedom of thought
Semantic match: ranked by themes
Distance: 0.0914
An isolated married couple’s quiet routine is shattered when a stranger arrives with a strange government offer and a hidden replacement plan.
Why this is here
Themes labels: identity · selfhood · personhood · human nature · marriage · loneliness · isolation · self-determination · reality vs perception · memory · consciousness · connection · deception · control · technology and humanity
Semantic match: ranked by themes
Distance: 0.1045
A sixth grader hiding his alien identity must face a strange change, a vanishing friend group, and a hidden truth.
Why this is here
Themes labels: identity · belonging · truth · change · coming of age · self-discovery · othering · assimilation · agency · trust · deception · empathy · love · community · humanity · puberty allegory · control · freedom · moral choice
Semantic match: ranked by themes
Distance: 0.1054
A sheltered botanist on a space station falls for the mysterious slave her father gives her.
Why this is here
Themes labels: slavery · consent · power dynamics · freedom · choice · trust · identity · loneliness · communication · class hierarchy · political inequality · deception · belonging · emotional vulnerability · love across difference · self-discovery
Semantic match: ranked by themes
Distance: 0.1075
In a glass-walled, conformity-obsessed society, one woman’s love and difference threaten the rules.
Why this is here
Themes labels: individuality · freedom · privacy · conformity · collectivism · control · surveillance · identity · love · loneliness · alienation · choice · resistance · humanity · body autonomy · social equality · otherness · shame · desire
Semantic match: ranked by themes
Distance: 0.0835
A mother and daughter enter an experimental mind-merging program in a resource-strained dystopia, only to question its true cost.
Why this is here
Themes labels: identity · autonomy · freedom · control · ethics · selfhood · sacrifice · love · loss · grief · dementia · memory · resistance · class divide · consent · bodily autonomy · medical ethics · human rights · government control · corporate manipulation · capitalism · climate crisis · overpopulation · scarcity · nature vs nurture · critical thinking
Semantic match: ranked by themes
Distance: 0.0841
A girl must choose a faction in a rigid future Chicago, but her secret makes her a target.
Why this is here
Themes labels: identity · individuality · conformity · choice · free will · courage · selflessness · bravery · fear · control · power · loyalty · family · friendship · belonging · secrecy · rebellion · class division · social stratification · human nature · fear of difference · coming of age · self-discovery · moral complexity · injustice · trust · sacrifice · identity formation
Semantic match: ranked by themes
Distance: 0.0917
In a surveilled walled city where self-expression is outlawed, a teen uncovers a hidden underground and a fight for freedom.
Why this is here
Themes labels: self-expression · individuality · freedom · surveillance · authoritarianism · control · identity · coming of age · truth and lies · resistance · conformity · creativity · trust · choice · social control · humanity
Semantic match: ranked by themes
Distance: 0.0917
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: 0.0918
A long-lived vampire-like man is exposed under alien rule and pulled into a slow-burning fight for identity and freedom.
Why this is here
Themes labels: identity · individuality · freedom · assimilation · free will · humanity · memory · self-discovery · biology and identity · morality · cultural resilience · survival · rebellion · conquest · alienation · civilization · religion · creativity · intellect
Semantic match: ranked by themes
Distance: 0.0934
A spoiled young Prince in a galaxy-spanning empire discovers he must survive assassins, duty, and his own awakening.
Why this is here
Themes labels: identity · power · humanity · self-discovery · individuality · coming of age · class inequality · free will · duty versus desire · leadership · privilege · autonomy · love · death and rebirth · social control
Semantic match: ranked by themes
Distance: 0.0948
In an emotionless underground society, a glitching teen hides forbidden powers while risking deactivation and rebellion.
Why this is here
Themes labels: individuality · free will · emotions · identity · control · resistance · choice · truth · surveillance · dehumanization · freedom · coming of age · morality
Semantic match: ranked by themes
Distance: 0.0949
