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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 “racism” 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.
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 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
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
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
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
A diverse anthology imagines near-future Americas shaped by resistance, oppression, and hard-won hope.
Why this is here
Themes labels: resistance · oppression · marginalization · representation · freedom · justice · equity · love · hope · fear · surveillance · climate change · racism · xenophobia · sexism · homophobia · queer erasure · government control · corporate power · migration · body autonomy · reproductive rights · slavery · community building · empathy · revolution · identity · history and mythology
Semantic match: ranked by themes
Distance: 0.1079
In a frozen future, an enslaved girl is chosen by the ruling Firelord and becomes a spark for freedom.
Why this is here
Themes labels: slavery · freedom · equality · justice · misogyny · sexism · prejudice · racism · social reform · power imbalance · gender roles · female empowerment · personal power · self-belief · hope · survival · environmentalism · resource scarcity · religion · faith · theology · leadership · moral courage · human dignity
Semantic match: ranked by themes
Distance: 0.1083
When a police shooting exposes monsters as real, one woman and a sprawling community confront secrecy, fear, and public upheaval.
Why this is here
Themes labels: otherness · marginalization · oppression · police brutality · racism · bigotry · identity · visibility · community · solidarity · family · belonging · trauma · violence · grief · guilt · acceptance · activism · allyship · justice · civil rights · passing privilege · secrecy · truth · fear · prejudice · social commentary · anarchism · anti-capitalism · cooperation · safe haven · reality perception · choice · humanity
Semantic match: ranked by themes
Distance: 0.1108
An institutionalized Chicana woman is drawn into competing futures, forcing her to confront power, identity, and survival.
Why this is here
Themes labels: feminism · gender equality · gender roles · race · class · poverty · mental health · psychiatric abuse · institutional control · systemic oppression · racism · sexism · classism · bodily autonomy · female autonomy · social justice · anti-capitalism · consumerism · environmentalism · ecological harmony · community care · collective responsibility · free will · agency · hope · resistance · utopian politics · technology ethics · power · misuse of science · human commodification · nonconformity · language and identity · historical change · future-making · freedom
Semantic match: ranked by themes
Distance: 0.1124
An oppressed alien soldier joins an elite unit trial and awakens powers, desire, and a dangerous path to belonging.
Why this is here
Themes labels: slavery · freedom · belonging · racism · discrimination · persecution · identity · self-acceptance · accepting nature · power and control · war ethics · equality · prejudice · loyalty · rebellion · gender roles · sexual autonomy · social hierarchy
Semantic match: ranked by themes
Distance: 0.1134
