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Combine common axes
These books are ranked using the characterization labels extracted for The City in the Middle of the Night.
Characterization labels used: young student, naive protagonist, shy protagonist, introverted, passive protagonist, revolutionary, smuggler, nomad, sole survivor, mysterious savior, alien ally, flawed characters, complicated characters, traumatized, self-destructive, idealistic, manipulative, power-hungry
Focused on “perfectionist” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A traumatized teen investigates a viral party drug that makes her town eerily perfect—and dangerously not themselves.
Why this is here
Characterization labels: teen girl protagonist · adopted protagonist · anxious protagonist · straight-edge protagonist · outsider protagonist · new kid ally · mysterious outsider · perfectionist · smart protagonist · controlling protagonist · traumatized protagonist · loner
Semantic match: ranked by characterization
Distance: 0.1338
A hyped mobile game turns Earth into a lethal RPG, and one student must survive long enough to save his sister.
Why this is here
Characterization labels: student protagonist · young adult protagonist · older sibling caretaker · loner hero · emotionally flat protagonist · resourceful protagonist · lucky protagonist · passive protagonist · flat side characters · thin characterization
Semantic match: ranked by characterization
Distance: 0.1325
A young human on an alien world must decide whether to carry an alien’s eggs and survive the cost.
Why this is here
Characterization labels: young protagonist · chosen carrier · adolescent · alien caretaker · vulnerable host · morally conflicted · dependent humans · alien species · powerless protagonist
Semantic match: ranked by characterization
Distance: 0.1368
A secluded teen’s world collapses when she learns her mother was lying about everything, and the sea may hold the answers.
Why this is here
Characterization labels: teen protagonist · naive protagonist · mistrustful protagonist · isolated protagonist · sympathetic protagonist · resourceful heroine · protective caregiver · mysterious caregiver · messed-up family dynamics · emotionally vulnerable · identity formation · development arc
Semantic match: ranked by characterization
Distance: 0.1386
A secret third child must survive boarding school undercover while hiding his identity from classmates, teachers, and the state.
Why this is here
Characterization labels: shy protagonist · cautious hero · resourceful child · fearful outsider · coming-of-age · identity conflict · resilient · bullied student · undercover informant · traitor · mentor figure · mean students · aloof adults
Semantic match: ranked by characterization
Distance: 0.1393
A young Indiana Jones is pulled from graduate studies into a Greek dig, where myth, politics, and danger collide.
Why this is here
Characterization labels: young protagonist · naive hero · college student · graduate student · linguistics scholar · future archaeologist · femme fatale · seductive professor · reckless adventurer · rebellious student · inexperienced hero · vulnerable hero · charismatic lead · complex antagonist · female antagonist · political operator
Semantic match: ranked by characterization
Distance: 0.1399
In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.
Why this is here
Characterization labels: teen protagonist · sheltered protagonist · rebellious heroine · willful · determined · reckless · naive
Semantic match: ranked by characterization
Distance: 0.1399
A punished teen from a surveilled future is exiled to 1950s Wisconsin, where identity, love, and reality blur.
Why this is here
Characterization labels: teen protagonist · naive heroine · curious student · meek protagonist · passive protagonist · outsider · rebellious student · intelligent girl · controlled subject · love interest · authority figure · psychology instructor · exiled student
Semantic match: ranked by characterization
Distance: 0.1435
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: 0.1442
A dying boy leaves a waterless city to hunt truth and survival across a brutal desert where lies shape every life.
Why this is here
Characterization labels: young protagonist · child protagonist · brave · naive · inquisitive · determined · stubborn · outsider · archetypal characters · bullied · endearing characters · loss of innocence · growth arc · vengeful arc · heroic arc
Semantic match: ranked by characterization
Distance: 0.1448
A hunted student races across a tyrannical galaxy to solve his father’s murder and uncover a rebellion.
Why this is here
Characterization labels: naïve protagonist · young hero · college student · physically strong hero · clever hero · wooden characters · stereotyped characters · passive heroine · scheming antagonist · hidden agent · noble family · powerful ruler
Semantic match: ranked by characterization
Distance: 0.1463
A traumatized teen survivor joins a misfit alien crew, then crosses a vast multiverse to seek revenge on slave masters.
Why this is here
Characterization labels: teen protagonist · young protagonist · traumatized protagonist · angry protagonist · impulsive protagonist · flawed hero · maturing protagonist · naive outsider · sheltered upbringing · misfit crew · alien crew · damaged characters · antagonist with motives · multi-dimensional villains · genderfluid character · neurodivergent characters · asexual spectrum character · body-modified characters · sentient ship
Semantic match: ranked by characterization
Distance: 0.1467
