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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
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 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
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 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
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
In Nazi-run modern England, a model teen’s loyalty is tested by her rebellious best friend and her own forbidden feelings.
Why this is here
Themes labels: loyalty · love · belief · propaganda · indoctrination · brainwashing · conformity · rebellion · resistance · freedom · choice · morality · sexuality · coming out · feminism · sexism · oppression · fear · truth · self-preservation · identity · government control · state violence · censorship · abuse of power · exclusion · discrimination · anti-authoritarian
Semantic match: ranked by themes
Distance: 0.1140
A dying telepathic ruler’s sons battle for succession in a brutal future where power, slavery, and mutation shape society.
Why this is here
Themes labels: power · slavery · freedom · self-determination · oppression · hierarchy · control · personhood · humanity · eugenics · telepathy · gender power · patriarchy · race · empathy · survival · collective identity · social status · freedom vs submission · dehumanization
Semantic match: ranked by themes
Distance: 0.1142
A privileged teen football player starts jumping through altered realities and is forced to confront injustice in new ways.
Why this is here
Themes labels: privilege · empaty · racism · sexism · homophobia · misogyny · class inequality · abuse · identity · perspective · social responsibility · discrimination · white supremacy · police brutality · queer identity · gender roles · social change · moral responsibility · ignorance · consequences
Semantic match: ranked by themes
Distance: 0.1148
In a virus-divided world, a sheltered twin must flee her citadel and trust a mysterious outsider to save her sister.
Why this is here
Themes labels: gender inequality · class inequality · prejudice · racism · sexism · classism · oppression · bodily autonomy · fertility · eugenics · identity · freedom · prophecy · trust · corruption · segregation · agency · indoctrination · survival · family loyalty
Semantic match: ranked by themes
Distance: 0.1154
Two rediscovered Octavia E. Butler stories explore alien hierarchy and telepathic power in stark, thought-provoking worlds.
Why this is here
Themes labels: hierarchy · power · race · class · gender · oppression · consent · communication · relationships · loneliness · survival · social conditioning · violence · intolerance · mentorship · responsibility · change · colorism · racism · wealth disparity · assimilation versus separatism
Semantic match: ranked by themes
Distance: 0.1154
After a meteor strike makes Earth uninhabitable, a brilliant 1950s pilot fights sexism to join the space race.
Why this is here
Themes labels: sexism · racism · antisemitism · mental health · anxiety · medication · privilege · intersectionality · equality · civil rights · women’s rights · feminism · social change · scientific progress · climate change · survival · humanity · perseverance · historical realism · moral blindness · public prejudice
Semantic match: ranked by themes
Distance: 0.1159
A self-selected collection of Le Guin’s earthbound short fiction, mixing realist, folkloric, and quietly strange stories.
Why this is here
Themes labels: identity · gender · feminism · politics · authoritarianism · oppression · ecology · human condition · language · storytelling · moral dilemma · autonomy · loss · grief · memory · freedom · class · social systems · cultural heritage · perspective · empathy · sexual politics · science ethics · nature
Semantic match: ranked by themes
Distance: 0.1163
