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Combine common axes
These books are ranked using the characterization labels extracted for The Silver Metal Lover.
Characterization labels used: sheltered heroine, spoiled rich girl, passive protagonist, weepy teenager, naive protagonist, controlling mother, self-absorbed friends, charismatic robot, artistic robot, character growth, idealized lover, morally flawed humans, supportive side characters, dramatic heroine, misfit protagonist
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In a future Mexico split by collapse and control, a teen orphan uncovers the truth behind a glittering corporate paradise.
Why this is here
Characterization labels: teen protagonist · orphan · reluctant hero · naive protagonist · cowardly protagonist · passive protagonist · agency imbalance · strong supporting cast · memorable side characters · morally compromised system · character growth · adult allies · privileged youth
Semantic match: ranked by characterization
Distance: 0.1231
In a collapsing future London, a sheltered teen boards her father’s survival ship and questions its promised utopia.
Why this is here
Characterization labels: sheltered protagonist · naive protagonist · spoiled protagonist · selfish protagonist · annoying protagonist · teenage heroine · charismatic father · cult leader · messiah figure · privileged family · rebellious daughter · growing up · immature protagonist · questioning daughter
Semantic match: ranked by characterization
Distance: 0.1268
A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.
Why this is here
Characterization labels: teen heroine · naive heroine · strong heroine · sympathetic protagonist · morally conflicted · decisive protagonist · flawed protagonist · love interests · supporting character development · elite society · outsider survivors
Semantic match: ranked by characterization
Distance: 0.1276
A bullied 1910s maid slips into medieval England, where mistaken identity, falconry, and forbidden love upend her plans.
Why this is here
Characterization labels: selfish protagonist · headstrong heroine · immature heroine · coming-of-age · character growth · relatable protagonist · social outcast · poor girl · illegitimate child · maid · housemaid · eccentric inventor · grieving widower · love interest · falconer · noble lady · pampered ward · father figure · supporting characters · strong motivations
Semantic match: ranked by characterization
Distance: 0.1290
In a brutal future school, manufactured girls compete for roles as wives, sex objects, or teachers under male rule.
Why this is here
Characterization labels: naive heroine · eager to please · flawed protagonist · mean girl · best friend rivalry · emotionally damaged · unlikable characters · competitive girls · passive protagonist · self-destructive
Semantic match: ranked by characterization
Distance: 0.1303
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: 0.1320
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: 0.1324
An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.
Why this is here
Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist
Semantic match: ranked by characterization
Distance: 0.1333
A lonely teen captain in deep space falls hard for a rescued stranger as secrets, murders, and betrayals close in.
Why this is here
Characterization labels: teen protagonists · twin siblings · female captain · brooding love interest · strong heroine · lonely protagonist · immature characters · controlling love interest · manipulative love interest · grief-stricken characters · untrusting characters · robot reveal · AI character
Semantic match: ranked by characterization
Distance: 0.1335
In a foodless future, a privileged teen begins feeling hunger and joins a hidden fight to bring real food back.
Why this is here
Characterization labels: privileged protagonist · teen heroine · hacker · rebellious girl · naive protagonist · young love interest · unreliable love interest · privileged love interest · rebel leader · scientist parents · best friend support · grandmother mentor
Semantic match: ranked by characterization
Distance: 0.1339
A young man with a bioengineered body goes undercover for the resistance and falls for the official’s daughter.
Why this is here
Characterization labels: complicated protagonist · naive protagonist · morally conflicted · yearning for belonging · closed-off heroine · flawed love interest · character growth · redeemed character · loyal bots
Semantic match: ranked by characterization
Distance: 0.1346
A teenage girl with catlike powers is pulled into a hidden war, dangerous alliances, and a tangled love triangle.
Why this is here
Characterization labels: teen heroine · rebellious teen · sassy protagonist · badass heroine · matured protagonist · selfish protagonist · annoying characters · flat characters · protective heroine · loyal heroine · male love interests · villain with depth · leader role · side character focus
Semantic match: ranked by characterization
Distance: 0.1351
