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Combine common axes
These books are ranked using the characterization labels extracted for The Dividing Sky.
Characterization labels used: teen protagonist, female lead, male lead, memory dealer, rookie officer, law enforcer, corporate loyalist, morally conflicted, protective love interest, found family member, relatable characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In a deadly survival race, Tella must cross ocean and mountain stages to win a cure for her brother.
Why this is here
Characterization labels: teen protagonist · strong female lead · growth arc · independence arc · leader role · protective love interest · suspicious newcomers · animal companions · determined competitor · emotionally conflicted
Semantic match: ranked by characterization
Distance: 0.1354
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
Characterization labels: strong heroine · teen protagonist · fugitive · reluctant leader · character growth · smart protagonist · brave protagonist · morally conflicted · supportive family · careful planner
Semantic match: ranked by characterization
Distance: 0.1502
A memory-perfect teen must stop a thief stealing lives—while her own memories begin to vanish.
Why this is here
Characterization labels: teen protagonist · female lead · genetically enhanced · smart heroine · flawed heroine · growth arc · love interest · supportive boy · preacher's son · protective lead · morally grounded
Semantic match: ranked by characterization
Distance: 0.1508
In a tattooed society where skin records every life, a girl’s father may be judged unworthy—and erased forever.
Why this is here
Characterization labels: teen protagonist · moral innocence · naive heroine · headstrong heroine · self-doubt · mentor figure · best friend · love interest · authoritative mother · mystery-keeper
Semantic match: ranked by characterization
Distance: 0.1551
A teenage future cop time-travels to 1986 New York to stop a corporation and uncover why her world may not exist.
Why this is here
Characterization labels: teen protagonist · female protagonist · capable heroine · kick-ass heroine · principled · determined · clever · cowboy cop
Semantic match: ranked by characterization
Distance: 0.1565
![Cover of 君の名は 2 [Kimi no Na wa 2] by Ranmaru Kotone](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1753165784i/33639296.jpg)
In the second volume of a body-swapping romance, a teenage boy searches for a girl who may be tied to a bigger time mystery.
Why this is here
Characterization labels: male lead · female lead · teen protagonists · relatable characters · endearing characters · emotional vulnerability · determined protagonist · active protagonist · supporting friends
Semantic match: ranked by characterization
Distance: 0.1581
A teen girl on a failing generation ship uncovers hidden truths and races to save her people before the air runs out.
Why this is here
Characterization labels: teen heroine · curious protagonist · determined protagonist · naive protagonist · strong female lead · brother sister duo · love interest · best friend · rebel group · chosen one · morally gray authority
Semantic match: ranked by characterization
Distance: 0.1602
A human teen hiding among alien occupiers risks everything when military tests and first love threaten her secret.
Why this is here
Characterization labels: teen protagonist · strong heroine · overprotected father · adoptive father · found family · best friend · alien love interest · secret-keeper · trained-from-birth · determined · lonely
Semantic match: ranked by characterization
Distance: 0.1612
A newly promoted hunter investigates sewer deaths and rising monster attacks while a citywide conspiracy closes in.
Why this is here
Characterization labels: teen heroine · competent protagonist · resourceful · independent · team player · reluctant leader · young adult protagonist · responsible · rational · self-reliant · strong female lead · Mary Sue (contested) · growth arc
Semantic match: ranked by characterization
Distance: 0.1616
A captured rebel with hidden powers faces mind-reading interrogation while her tribe’s survival and the world’s balance hang in the balance.
Why this is here
Characterization labels: teen leader · rebellious heroine · protective protagonist · fierce heroine · gifted children · oppressive authority figure · traitor ally · young misfits · found family · female lead
Semantic match: ranked by characterization
Distance: 0.1621
Two teens, decades apart, confront a storm-born future and the society built from its ruins.
Why this is here
Characterization labels: teen protagonist · female lead · male lead · outcast · loner · survivor · ambitious leader · controller candidate · rebellious character · strong female characters
Semantic match: ranked by characterization
Distance: 0.1639
Juneau races to save her kidnapped clan while unraveling the truth behind her powers, Miles, and the world she knew.
Why this is here
Characterization labels: strong female lead · teen protagonists · resourceful heroine · skeptical boy · character growth · leadership arc · self-discovery · determined protagonist · guardian-like companion · villainous antagonists
Semantic match: ranked by characterization
Distance: 0.1652
