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Combine common axes
These books are ranked using the themes labels extracted for The Girl Who Could Fly.
Themes labels used: individuality, self-acceptance, difference, conformity, identity, belonging, freedom, courage, defiance, friendship, loyalty, morality, humility, acceptance of others, anti-diversity, normality, power and control, spirit over oppression, truth versus lies
Focused on “consequences” 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 teen pack with strange powers faces a rival group, secret agents, and a choice about keeping their abilities.
Why this is here
Themes labels: identity · belonging · choice · loyalty · trust · difference · normality · consequences · acceptance · friendship · power and responsibility · survival · control · transformation · secrecy
Semantic match: ranked by themes
Distance: 0.0893
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: 0.0857
A troubled teen with a dangerous hidden side joins a misfit steampunk team racing to stop a machine-based conspiracy.
Why this is here
Themes labels: identity · self-acceptance · belonging · trust · control · good and evil · power · loyalty · otherness · friendship · class difference · gender expectations
Semantic match: ranked by themes
Distance: 0.0952
An abandoned android watchmaker and a privileged student uncover a dangerous academy mystery and a surprising friendship.
Why this is here
Themes labels: friendship · belonging · loneliness · acceptance · difference · equality · social justice · class privilege · power dynamics · discrimination · oppression · homelessness · hope · kindness · diversity · community · loyalty · self-worth · inclusivity
Semantic match: ranked by themes
Distance: 0.0988
A gentle gothic retelling of Frankenstein follows a created boy who leaves his castle home to save his friend and learn what makes a person.
Why this is here
Themes labels: acceptance · difference · diversity · humanity · empathy · kindness · friendship · grief · loss · death · identity · belonging · prejudice · appearance vs character · outsiderhood · bullying · ableism · social exclusion · what makes a person · ethics of science · morality · self-discovery · purpose · resilience · forgiveness · courage · truth · accepting self
Semantic match: ranked by themes
Distance: 0.0991
A wounded crew of humans and leviathans seeks refuge at a dangerous alien outpost where hidden secrets could change the war.
Why this is here
Themes labels: identity · freedom · choice · loyalty · courage · survival · trust · community · diversity · difference · belonging · love strengthens · power and responsibility · morality under pressure · self-sacrifice · grief
Semantic match: ranked by themes
Distance: 0.1011
A hidden criminal and a jokester undine team up in a submerged city, uncovering secrets and falling in love.
Why this is here
Themes labels: identity · self-acceptance · visibility · hiding · trust · vulnerability · bravery · love and worth · body image · social exclusion · class oppression · survival · secrecy · acceptance · found worth · loyalty · freedom · self-love · connection · sacrifice
Semantic match: ranked by themes
Distance: 0.1014
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: 0.1015
A lucky outsider enters a power academy where cosmic abilities, rivalries, and a looming war reshape her future.
Why this is here
Themes labels: identity · self-discovery · belonging · trust · friendship · loyalty · prejudice · power and responsibility · survival · social division · politics · equality · trauma · luck vs effort · acceptance
Semantic match: ranked by themes
Distance: 0.1025
A bullied girl, her gifted brother, and a friend cross space-time to rescue a missing father from cosmic evil.
Why this is here
Themes labels: love · faith · good and evil · individuality · conformity · free will · responsibility · family · friendship · acceptance · difference · courage · selfhood · truth · maturation · social stigma · science and religion · hope · perseverance · moral choice
Semantic match: ranked by themes
Distance: 0.1056
A bullied girl with plant-like hair enters a forbidden jungle to save her friend and discovers her own power.
Why this is here
Themes labels: self-acceptance · difference and belonging · fear of the unknown · courage · friendship · bullying · coming of age · identity · knowledge vs ignorance · challenging norms · curiosity · acceptance · prejudice · empowerment · female strength · environmental awareness · nature and technology · social conformity · misunderstood difference
Semantic match: ranked by themes
Distance: 0.1065
A disabled Earth-born teen is pulled into a first-contact crisis when an alien sphere appears over Earth.
Why this is here
Themes labels: discrimination · ableism · prejudice · acceptance · identity · belonging · self-worth · coming of age · fear of difference · xenophobia · intolerance · loyalty · duty · responsibility · family · humanity · first contact · hope · community
Semantic match: ranked by themes
Distance: 0.1065
