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These books are ranked using the characterization labels extracted for Library Wars: Love & War, Vol. 1.
Characterization labels used: determined heroine, hotheaded protagonist, bumbling protagonist, bookish heroine, strict instructor, gruff mentor, elite recruit, competent rival, supportive teammate, female-coded shojo lead, tomboy heroine, underachiever, idealistic, stubborn
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A winged courier in a rigid city-state is pulled from a rescue into murder, sabotage, politics, and tangled romance.
Why this is here
Characterization labels: strong heroine · capable protagonist · resourceful heroine · curious protagonist · grumpy love interest · charming rival · brooding hero · outcast noble · working-class protagonist · multifaceted characters
Semantic match: ranked by characterization
Distance: 0.1235
A human racer joins an alien military academy and clashes with her gruff instructor as sabotage and desire collide.
Why this is here
Characterization labels: feisty heroine · headstrong heroine · badass heroine · confident woman · stubborn heroine · tomboy · champion racer · gruff hero · alpha hero · protective hero · possessive hero · outsider hero · bad boy instructor · mysterious hero · strong-willed heroine
Semantic match: ranked by characterization
Distance: 0.1239
A betrayed heroine fights a corrupt corporation, battles trust issues, and risks everything to win back love and freedom.
Why this is here
Characterization labels: female protagonist · kickass heroine · antiheroic heroine · manipulative · resourceful · witty · flawed heroine · hacker · loyal friend · protective love interest · sassy protagonist · vulnerable heroine · determined protagonist · morally conflicted · badass heroine
Semantic match: ranked by characterization
Distance: 0.1327
A world-saving adventurer tries to quit destiny by killing her fairy godmother and claiming an ordinary life.
Why this is here
Characterization labels: female hero · snarky heroine · hyper-competent protagonist · burned-out protagonist · reluctant adventurer · flawed heroine · badass woman · detective · martial artist · sidekick
Semantic match: ranked by characterization
Distance: 0.1352
A teen in a brutal future lottery is sent to the elite city, where immortality hides a darker truth.
Why this is here
Characterization labels: female protagonist · teen protagonist · rebellious heroine · strong moral compass · naive heroine · clueless protagonist · stubborn heroine · feisty protagonist · relatable heroine · strong female lead · brave protagonist · selfless heroine · annoying protagonist · character growth
Semantic match: ranked by characterization
Distance: 0.1353
An exiled alien warrior and a defiant human woman strike a secret training deal as war nears their hidden planet.
Why this is here
Characterization labels: brooding hero · grumpy hero · dominant hero · protective hero · reluctant mentor · feisty heroine · badass heroine · strong-willed heroine · tomboy · rebellious heroine · determined heroine · outcast warrior · battle chief · fierce fighter
Semantic match: ranked by characterization
Distance: 0.1355
A space-opera novella where a starving queen tries to ransom an enemy emperor to save her people.
Why this is here
Characterization labels: kick-ass heroine · smart heroine · strong heroine · capable leader · female lead · resourceful · self-sacrificing · protector · cunning hero · kind hero · competent characters · badass heroine
Semantic match: ranked by characterization
Distance: 0.1387
A fugitive Belle races to stop a ruthless queen, rescue her sisters, and expose the dark system behind beauty magic.
Why this is here
Characterization labels: female protagonist · determined heroine · angry heroine · naive protagonist · headstrong · ambitious · powerful women · villainous queen · rebel leaders · guard companion · sister characters · ambiguous allies
Semantic match: ranked by characterization
Distance: 0.1393
A fugitive warrior with blood magic must forge alliances, survive war, and stop a tyrant before her world is destroyed.
Why this is here
Characterization labels: female warrior · badass heroine · arrogant protagonist · hotheaded protagonist · impulsive heroine · prickly heroine · fierce heroine · conflicted heroine · powerful heroine · fugitive protagonist · elite soldier · fugitive leader · moral complexity · character growth · vulnerable exterior
Semantic match: ranked by characterization
Distance: 0.1407
A psychic outcast and a casino owner with hidden pasts team up to solve a murder and resist their own attraction.
Why this is here
Characterization labels: strong heroine · stubborn heroine · confident woman · feisty heroine · smart heroine · bad-boy hero · grumpy hero · enigmatic hero · ruthless businessman · respectability-seeking hero · independent characters · outcast characters · honorable leads · complicated woman
Semantic match: ranked by characterization
Distance: 0.1415
In a ruined future America, a chosen graduate must survive a deadly university selection process while learning whom to trust.
Why this is here
Characterization labels: smart heroine · resourceful heroine · kindhearted protagonist · trusting protagonist · vulnerable protagonist · strong-willed protagonist · male love interest · competitors · future leaders · mentor figures · ruthless candidates
Semantic match: ranked by characterization
Distance: 0.1420
A dying teen corporate mindwalker turns fugitive and infiltrates a rebel group to uncover a conspiracy before time runs out.
Why this is here
Characterization labels: badass heroine · snarky protagonist · witty protagonist · ambitious protagonist · brainwashed protagonist · morally conflicted protagonist · rebel leader · anti-corporate activist · loyal friend · fierce female lead · high-competence lead · imperfect heroine · dangerous love interest
Semantic match: ranked by characterization
Distance: 0.1423
