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Combine common axes
These books are ranked using the themes labels extracted for Merking.
Themes labels used: polarization, prejudice, compassion, empathy, human rights, freedom, security, surveillance, segregation, belonging, vulnerability, collectivism vs individualism, moral ambiguity, state power, class, gender, misogyny, violence against women, mental health, therapy, public debate, ethics, social control
Focused on “betrayal” 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 secret warrior running a pizza shop is dragged into a dystopian power struggle between a prince, a warlord, and hidden city secrets.
Why this is here
Themes labels: loyalty · betrayal · corruption · power · identity · peace vs war · choice · freedom · manipulation · trust · love vs duty · gender norms · class inequality · racism · xenophobia · consent · mental health · reproductive rights · immortality · belonging
Semantic match: ranked by themes
Distance: 0.1074
In 1962 Baltimore, a mute janitor falls for a captured amphibious being and risks everything to free him.
Why this is here
Themes labels: otherness · acceptance · love · freedom · captivity · communication · mutual understanding · dehumanization · prejudice · racism · sexism · homophobia · class inequality · compassion · monstrosity · humanity · allyship · agency · war trauma · science ethics
Semantic match: ranked by themes
Distance: 0.0943
A human diplomat-turned-guardian must marry an ostracized alien guard to survive, solve a planetwide crisis, and find love.
Why this is here
Themes labels: racism · classism · inequality · prejudice · acceptance · diversity · unity · social change · civil rights · science vs religion · religious dogma · duty vs desire · self-worth · respect · advocacy · anti-oppression · intervention ethics · found family · hope
Semantic match: ranked by themes
Distance: 0.0977
A debut short-story collection fusing horror, sci-fi, and fantasy to confront race, class, prejudice, and identity.
Why this is here
Themes labels: race · class · prejudice · love · exclusion · loneliness · identity · consent · ethics · systemic racism · oppression · dehumanization · empathy · humanity · grief · motherhood · fatherhood · technology and ethics · body autonomy · social justice · alienation · trauma · mental health · neurodiversity · immigration · Xenophobia · panic · survival
Semantic match: ranked by themes
Distance: 0.0994
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: 0.1004
On the run after being branded an outcast, a teen must expose a brutal system before it destroys everyone she loves.
Why this is here
Themes labels: judgment · prejudice · human rights · compassion · morality · justice · identity · freedom · trust · resistance · self-acceptance · power abuse · discrimination · conformity · personal responsibility
Semantic match: ranked by themes
Distance: 0.1004
A bioengineered courier crosses a fractured near-future world while confronting prejudice, desire, and her own identity.
Why this is here
Themes labels: personhood · belonging · identity · prejudice · gender roles · sexual freedom · individual freedom · social mores · government power · corporate power · racism · class prejudice · family structure · humanity · technology and society · cultural decline · civilization · privacy · choice · self-determination · liberty · religion
Semantic match: ranked by themes
Distance: 0.1010
A British citizenship test turns into a terrifying moral ordeal for an immigrant father and his family.
Why this is here
Themes labels: immigration · citizenship · belonging · racism · xenophobia · sexism · ageism · bias · prejudice · morality · ethics · free will · choice · sacrifice · humanity · dehumanization · bureaucracy · social commentary · psychological trauma · survival · good citizen · systemic injustice · identity · value of life · power
Semantic match: ranked by themes
Distance: 0.1034
In a brutal dystopian future, two secret telepaths and unlikely allies are drawn into a war against their oppressive society.
Why this is here
Themes labels: oppression · misogyny · patriarchy · homophobia · propaganda · prejudice · social complicity · identity · acceptance · freedom · truth vs lies · resistance · war · justice · humanity · othering · class difference · women's rights · community · hope · survival · colonization · brainwashing · minority persecution · moral responsibility
Semantic match: ranked by themes
Distance: 0.1041
A misfit quest to defeat a Dark Lord goes sideways when the party turns a giant spider into their guide.
Why this is here
Themes labels: othering · prejudice · bigotry · human nature · morality · ethics · faith · free will · identity · personhood · good vs evil · greater good · consent · belonging · hypocrisy · gender roles · racism · self-righteousness · moral compromise
Semantic match: ranked by themes
Distance: 0.1062
In a near-future America, a teacher with a brain implant is swept into a civil-rights crisis over human enhancement.
Why this is here
Themes labels: humanity · civil rights · discrimination · prejudice · othering · free will · morality · technology ethics · transhumanism · identity · societal fear · class conflict · marginalization · government power · mob mentality · social commentary · belonging · enhancement
Semantic match: ranked by themes
Distance: 0.1076
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: 0.1076
