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Combine common axes
These books are ranked using the characterization labels extracted for Blood Ties.
Characterization labels used: teen protagonists, female insecurity, bullied girl, self-esteem issues, awkward boy, curious protagonist, determined protagonist, character growth, coming of age, villainous scientist, evil scientist, bodyguard, hacker friend, secondary cast
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
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: 0.1205
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: 0.1260
A teen superpower hunter follows clues to a flooded city, chasing a dangerous Epic and the girl he can’t forget.
Why this is here
Characterization labels: teen protagonist · awkward hero · brave protagonist · impulsive protagonist · analytical protagonist · morally conflicted · self-improving · complex villain · female antagonist · new team members · supporting cast
Semantic match: ranked by characterization
Distance: 0.1283
An amnesiac teen follows clues in his backpack to uncover his identity, and a secret experiment tied to his forgotten past.
Why this is here
Characterization labels: teen protagonist · hacker · naive protagonist · resourceful protagonist · suspicious protagonist · helpful girl · antagonists · flat secondary characters · moral ambiguity
Semantic match: ranked by characterization
Distance: 0.1288
A teen stuck in a summer time loop finds another trapped soul, and together they hunt for the day’s tiny perfect moments.
Why this is here
Characterization labels: teen protagonist · male protagonist · female lead · lonely characters · curious characters · awkward teens · self-contained protagonist · reflective character arc
Semantic match: ranked by characterization
Distance: 0.1288
A 15-year-old girl who can disappear is pulled into a hidden world where her secret ties to larger clan conflicts.
Why this is here
Characterization labels: teen protagonist · genius friend · supportive friend · comic relief · secretive heroine · impulsive heroine · overpowered characters · idealized teens
Semantic match: ranked by characterization
Distance: 0.1296
On the run from a powerful game company, Simon and friends dive back into VR as reality begins to fracture.
Why this is here
Characterization labels: teen protagonist · flawed protagonist · maturing protagonist · traumatized protagonist · hacker character · tech genius · evil conglomerate · secretive ally · romantic interest · sentient nonhuman characters · antagonistic friend · supportive side character
Semantic match: ranked by characterization
Distance: 0.1297
A teen girl in an oppressive theocracy defies anti-magic enforcers and discovers what love, fear, and resistance cost.
Why this is here
Characterization labels: teenage protagonist · female protagonist · impulsive heroine · flawed heroine · strong-willed protagonist · naive protagonist · reckless protagonist · brave protagonist · character-driven cast · vile antagonists · supportive father · best friend
Semantic match: ranked by characterization
Distance: 0.1317
A teen with hidden powers goes on the run, joining an underground resistance while a dangerous truth about her role emerges.
Why this is here
Characterization labels: teen protagonist · frustrated heroine · insecure heroine · impulsive heroine · stubborn heroine · self-doubting protagonist · protective love interest · chosen one figure · gifted group · secondary cast ensemble · questioning authority
Semantic match: ranked by characterization
Distance: 0.1320
A teen outcast who can sense both virtual and real worlds is forced into tests that expose a dangerous secret.
Why this is here
Characterization labels: outcast protagonist · teen protagonist · feisty heroine · naive heroine · secretive heroine · gifted protagonist · special abilities · hacker · mean girl · absent father · protective grandmother · stepmother tension · love interest · secondary characters
Semantic match: ranked by characterization
Distance: 0.1321
In a near-future world of walled States and hidden powers, a teen girl discovers telekinesis and a dangerous role in a coming conflict.
Why this is here
Characterization labels: teen protagonist · strong heroine · impulsive · reckless · headstrong · naive · smart hacker · mysterious boy · brooding boy · evil girl · power hungry · geeky sidekick · underdeveloped cast · immature characters
Semantic match: ranked by characterization
Distance: 0.1333
A girl in witness protection races to save her missing parents and uncover the truth about her hidden past.
Why this is here
Characterization labels: female protagonist · clever protagonist · resourceful protagonist · curious protagonist · smart girl · young teen protagonist · computer whiz · hacker · foster kid · scientist parent · mysterious handler · untrustworthy adult · loyal friend · brave kids
Semantic match: ranked by characterization
Distance: 0.1339
