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Combine common axes
These books are ranked using the themes labels extracted for Zoe's Tale.
Themes labels used: identity, self versus group, responsibility, community, individualism, loyalty, sacrifice, belonging, growing up, loss, forgiveness, agency, politics, ethics
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A teen superhero team wrestles with school, identity, and splitting apart after a crisis, just as new choices appear.
Why this is here
Themes labels: identity · belonging · community · adulthood · growing up · making choices · loyalty · trust · self-determination · repercussions · redemption · responsibility · loss · home · change
Semantic match: ranked by themes
Distance: 0.0821
Aza is pulled between Earth and Magonia when a dangerous rescue plan and family conflict send her back into the skies.
Why this is here
Themes labels: identity · belonging · home · choice · love and sacrifice · trust · control · freedom · creation vs destruction · family loyalty · forgiveness · redemption · grief · mental health · individuality
Semantic match: ranked by themes
Distance: 0.0860
A misfit team of junior navigators must hunt an escaped space monster while navigating clan politics and new attraction.
Why this is here
Themes labels: identity · belonging · self-doubt · trust · duty · loyalty · misunderstanding · political responsibility · self-acceptance · coming of age
Semantic match: ranked by themes
Distance: 0.0908
Two girls sharing one body join an underground hybrid resistance while their newfound independence strains them apart.
Why this is here
Themes labels: identity · individuality · selfhood · privacy · autonomy · freedom · rebellion · oppression · consent · communication · loyalty · sacrifice · morality of violence · growing up · personhood · equal rights · belonging · responsibility
Semantic match: ranked by themes
Distance: 0.0925
After a devastating upheaval, Tris must navigate faction war, betrayal, and shifting loyalties while uncovering hidden truths.
Why this is here
Themes labels: identity · loyalty · grief · guilt · forgiveness · trust · choice · sacrifice · control · freedom · individuality · truth · lies · power · morality · politics · war · trauma · self-discovery
Semantic match: ranked by themes
Distance: 0.0941
A middle school boy with supervillain parents must hide his own powers and team up with unexpected friends to save them.
Why this is here
Themes labels: identity · good vs evil · morality · family loyalty · friendship · belonging · growing up · choice · perspective · self-acceptance
Semantic match: ranked by themes
Distance: 0.0973
Wolverine follows a lost love to Japan and gets pulled into ninjas, crime lords, honor, and heartbreak.
Why this is here
Themes labels: honor · duty · identity · humanity · animality · self-control · growth · sacrifice · love vs obligation · tradition · shame · redemption · belonging
Semantic match: ranked by themes
Distance: 0.0976
Reunited after months apart, Aria and Perry must fight tribal distrust, storm danger, and divided loyalties to survive.
Why this is here
Themes labels: survival · leadership · belonging · sacrifice · trust · love vs duty · identity · community · prejudice · loyalty · hope · self-respect
Semantic match: ranked by themes
Distance: 0.0995
A smuggler-turned-prince and a warrior bodyguard are framed in a deadly conspiracy and forced to fight together.
Why this is here
Themes labels: identity · belonging · loyalty · betrayal · survival · family duty · trust · political corruption · class difference · prejudice · acceptance · self-worth · heritage · power and control · honor · sacrifice
Semantic match: ranked by themes
Distance: 0.1007
A foundling boy in modern Los Angeles discovers dream magic, hidden fae forces, and an epic conflict around his identity.
Why this is here
Themes labels: identity · dreams · wishes · fate · salvation · sacrifice · redemption · community · race · class · upward mobility · religion · morality · good vs evil · coming of age · outsiderhood · roots · belonging · power and responsibility
Semantic match: ranked by themes
Distance: 0.1014
An amnesiac weather warden must recover her identity while a demon steals her life and factions turn against her.
Why this is here
Themes labels: identity · memory · trust · grief · loss · agency · power · loyalty · betrayal · choice · sacrifice · family conflict · consequences · selfhood
Semantic match: ranked by themes
Distance: 0.1018
Back on Earth, an interstellar finder must race across the planet to stop alien shards from opening a doomsday door.
Why this is here
Themes labels: identity · belonging · home · family · responsibility · self-acceptance · guilt · trauma · duty · sacrifice · companionable loyalty · saving humanity · trust · agency
Semantic match: ranked by themes
Distance: 0.1019
