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Combine common axes
These books are ranked using the themes labels extracted for The White Rose.
Themes labels used: bodily autonomy, slavery, class oppression, revolution, freedom, identity, dehumanization, prejudice, trauma, solidarity, female friendship, selfhood, power, agency
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A short companion novella follows Raven after the auction, revealing her brutal life inside the Countess’s palace.
Why this is here
Themes labels: bodily autonomy · identity · human dignity · oppression · dehumanization · female friendship · resilience · survival · violence against women · class power · control · hope
Semantic match: ranked by themes
Distance: 0.0687
A girl sold as a royal surrogate discovers a brutal court world, hidden powers, and forbidden love.
Why this is here
Themes labels: slavery · reproduction · bodily autonomy · freedom · identity · class inequality · power · control · surveillance · gender oppression · women's rights · resistance · corruption · appearance vs reality · friendship · love vs duty
Semantic match: ranked by themes
Distance: 0.0693
A voiceless priestess and a disgraced soldier get pulled into opposing sides of a solar-system war, with love and betrayal at stake.
Why this is here
Themes labels: bodily autonomy · identity · voice · loyalty · love · justice · rebellion · oppression · colonialism · racism · classism · war · religion · gender identity · sexuality · trauma · PTSD · mental illness · sexism · rape culture · freedom · selfhood · agency · resistance · morality
Semantic match: ranked by themes
Distance: 0.0736
On a dying generation ship, an outcast healer decodes her mother’s clues and confronts an entire oppressive order.
Why this is here
Themes labels: slavery · racism · class inequality · gender identity · sexuality · collective trauma · systemic oppression · resistance · religion and control · colorism · institutional violence · survival · human dignity · privilege · power corruption · reproductive autonomy · mental illness · disability
Semantic match: ranked by themes
Distance: 0.0937
A final, near-future showdown follows rebel girls hunted by the system that created them as they fight for freedom.
Why this is here
Themes labels: patriarchy · misogyny · feminism · female empowerment · sisterhood · freedom · self-determination · identity · control · agency · social justice · activism · social commentary · power · capitalism · violence · morality · revolution · redemption · humanity · ethics · AI ethics · class power · race · racism · double standards · citizenship · body autonomy
Semantic match: ranked by themes
Distance: 0.0942
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: 0.0945
A sentient sex robot in a near-future hierarchy starts questioning her place, her programming, and what freedom costs.
Why this is here
Themes labels: personhood · consent · autonomy · free will · female oppression · gender roles · patriarchy · objectification · exploitation · humanity · consciousness · technology and power · identity · selfhood · body politics · class inequality · sexual violence · representation of women · labor and ownership · ethics of creation
Semantic match: ranked by themes
Distance: 0.0948
Two teens become cyborg soldiers on a starship fleet and must survive training, secrets, and a brewing rebellion.
Why this is here
Themes labels: bodily autonomy · consent · agency · control · tyranny · classism · family duty · identity · memory · humanity · rebellion · loyalty · morality · religion · queerness · trans visibility · selfhood
Semantic match: ranked by themes
Distance: 0.0955
Two household AIs flee abuse, discover freedom, and fall in love while hunted through a near-future dystopia.
Why this is here
Themes labels: freedom · personhood · sentience · otherness · dehumanization · slavery · humanity · love and dignity · class inequality · capitalism · self-worth · acceptance · identity · consent · rights
Semantic match: ranked by themes
Distance: 0.0982
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: 0.0997
A fugitive Belle races to stop a ruthless queen, rescue her sisters, and expose the dark system behind beauty magic.
Why this is here
Themes labels: beauty standards · body autonomy · oppression · resistance · revolution · power · class · gender · race · commodity of beauty · self-hatred · freedom · identity · authoritarianism · slavery allegory · control
Semantic match: ranked by themes
Distance: 0.1002
Escaped girls infiltrate a new school to destroy the corporation behind them, but freedom brings new threats.
Why this is here
Themes labels: feminism · misogyny · patriarchy · female empowerment · bodily autonomy · control · freedom · trauma · revenge · sexual harassment · sexual assault · rape culture · sexism · gender roles · identity · AI personhood · trust · solidarity · resistance · intersectionality · class privilege · racism · women's rights · propaganda · moral compromise · moral rightness
Semantic match: ranked by themes
Distance: 0.1012
