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These books are ranked using the characterization labels extracted for Brain Child.
Characterization labels used: teen protagonist, gifted teen, emotionless teen, popular kid, brilliant doctor, ambitious surgeon, loving father, grief-stricken parents, smart loyal friend, female concern figure, cold antagonist, sociopathic traits, socially popular teen, scientist as villain
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen in a psychiatric ward tries to prove she’s sane while the truth behind a missing classmate keeps changing.
Why this is here
Characterization labels: teen girl protagonist · vulnerable protagonist · relatable protagonist · strong heroine · unreliable narrator · isolated protagonist · misunderstood character · suspicious doctor · sympathetic patient group · popular rival · psychologist · scientist
Semantic match: ranked by characterization
Distance: 0.1267
A Black teen wakes up in her friend’s body and must outwit secrets, tech, and betrayal to reclaim her life.
Why this is here
Characterization labels: teen girl protagonist · lonely outsider · cool girl · imperfect protagonists · smart heroine · active protagonist · manipulative antagonist · sympathetic villain · naive teen · supportive sister · counselor/therapy
Semantic match: ranked by characterization
Distance: 0.1452
A sheltered teen genius in foster care joins a secret hacker squad, but the offer may be another trap.
Why this is here
Characterization labels: teen genius · reformed villain · morally conflicted · socially awkward · suspicious · paranoid · vulnerable protagonist · bullied foster child · disabled genius · protective detective · empathetic social worker · corrupt adults · gifted kids · antagonistic guardian
Semantic match: ranked by characterization
Distance: 0.1453
Two teens enter patients’ nightmares to cure fear, but a new case and hidden secrets threaten their fragile team.
Why this is here
Characterization labels: teen protagonists · scientist mentor · adopted child · amnesiac protagonist · disabled protagonist · brave · curious · secretive adults · troubled children
Semantic match: ranked by characterization
Distance: 0.1466
A teen pack with dangerous powers investigates a school kidnapping while their own secrets and bonds begin to unravel.
Why this is here
Characterization labels: teen protagonists · gifted teens · outcast group · pack dynamic · impulsive leader · brilliant protagonist · comic relief · brooding boy · resourceful hacker · protective love interest · antagonistic socialite · ruthless villain · secretive investigator · female friend
Semantic match: ranked by characterization
Distance: 0.1471
A reckless teen heir gets community service in Arkham Asylum and uncovers a deadly plot tied to a mysterious girl.
Why this is here
Characterization labels: teen protagonist · billionaire heir · brilliant girl · mysterious anti-hero · reckless teen · idealistic hero · naive protagonist · morally grey villain · supportive butler · protective guardian · supportive friends · cunning antagonist · intelligent protagonist
Semantic match: ranked by characterization
Distance: 0.1494
An orphan with hidden powers is pulled into a parallel reality where family, identity, and time are all unsettled.
Why this is here
Characterization labels: teen protagonist · orphan · foster kid · troubled teen · guarded heroine · smart heroine · sarcastic heroine · strong-willed heroine · passive protagonist · mature but fun · mysterious male lead · older love interest · popular girl · supportive best friend · delinquent youth · male lead with secrets · stubborn heroine
Semantic match: ranked by characterization
Distance: 0.1494
In an alternate Victorian England, two schoolboys uncover a secret behind the smoke that marks sin, class, and power.
Why this is here
Characterization labels: teen protagonists · aristocratic youth · working class contrast · bully · good friend · compassionate friend · angry protagonist · loyal companion · moral outsider · female scientist · sinful heir · villainous prefect · secretive family · rebellious daughter · naive youths
Semantic match: ranked by characterization
Distance: 0.1523
A sheltered teen from a teleporting family discovers her own powers and pushes into school, friends, and danger.
Why this is here
Characterization labels: teen protagonist · female protagonist · smart protagonist · brilliant teen · homeschooled · overprotective father · paranoid father · supportive mother · family unit · lonely teen · self-educated · competent characters · flawed protagonist · precocious teen · geeky protagonist · likable protagonist
Semantic match: ranked by characterization
Distance: 0.1540
A sixteen-year-old’s Greece-bound journey forces her to confront betrayal, desire, family bonds, and forgiveness.
Why this is here
Characterization labels: intelligent teen · sheltered teen · angsty teen · emotionally vulnerable · brilliant older mentor · charming bad boy · medical professional · complex adults · contradictory characters · morally ambiguous adults
Semantic match: ranked by characterization
Distance: 0.1542
A grief-stricken teen chases her father’s killer across parallel worlds and gets pulled into a love triangle.
Why this is here
Characterization labels: teen heroine · artistic protagonist · impulsive heroine · determined heroine · loyal daughter · scientist parents · mysterious love interest · brooding love interest · flirty assistant · archetypal love interests · grey morality · underdetermined antagonist
Semantic match: ranked by characterization
Distance: 0.1551
A queer teen uses a time machine to uncover her family’s hidden past and untangle a love story spread across history.
Why this is here
Characterization labels: teen protagonist · adopted child · whiz kid · programmer · scientist parents · AI sidekick · impulsive heroine · headstrong · smart but reckless · emotionally intense · immature teenager · brilliant · queer heroine · love interest · supportive parents · famous parents · fugitive parents
Semantic match: ranked by characterization
Distance: 0.1552
