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Combine common axes
These books are ranked using the characterization labels extracted for Carve the Mark.
Characterization labels used: strong heroine, strong female lead, brutal ruler, captured protagonist, loyal family member, resilient heroine, gentle hero, vulnerable protagonist, power-hungry antagonist, morally gray characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In a brutal cult-dystopia, a rebellious servant and the man sent to punish her are forced into a forbidden bond.
Why this is here
Characterization labels: strong heroine · fierce heroine · rebellious heroine · morally gray hero · indoctrinated hero · conflicted hero · warden role · authoritative male lead · questioning protagonist · determined heroine
Semantic match: ranked by characterization
Distance: 0.0848
A grieving princess turns rebel, racing to topple her father’s regime while hiding a secret that changes everything.
Why this is here
Characterization labels: strong heroine · pregnant protagonist · grieving protagonist · matured protagonist · rebellious daughter · undercover rebel · protective husband · romantic rival · authoritarian father · sheltered heroine · morally gray character
Semantic match: ranked by characterization
Distance: 0.0937
In a dystopian future, a fugitive young woman races to stop a looming catastrophe while uncovering devastating truths.
Why this is here
Characterization labels: strong female lead · manipulative protagonist · analytical protagonist · intelligent heroine · resourceful heroine · morally gray characters · deep characterization · character growth · complex cast · sympathetic side characters · new allies · antagonistic leader · protective figure · reluctant survivor
Semantic match: ranked by characterization
Distance: 0.0949
In a ruined Earth ruled by aliens, a fierce human fights to survive while forced into uneasy alliance with a dangerous immortal enemy.
Why this is here
Characterization labels: strong heroine · badass heroine · survivor · traumatized heroine · resourceful heroine · protective hero · possessive hero · alien hero · consent-aware hero · bitterness · loyalty · stubbornness · vulnerability · resilience · competence · morally gray side character
Semantic match: ranked by characterization
Distance: 0.0992
A desperate teen rents her body to survive, then wakes up trapped inside a wealthy renter’s dangerous life.
Why this is here
Characterization labels: strong heroine · resourceful protagonist · brave protagonist · caring sibling · protective older sister · sick younger brother · mysterious antagonist · wealthy elites · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1000
A girl in post-apocalyptic Japan takes her dead twin brother’s place to lead a rebellion and seek revenge.
Why this is here
Characterization labels: strong heroine · female warrior · chosen heir · ruthless ruler · complex villain · multi-faceted characters · coming of age · naive protagonist · determined protagonist · morally gray characters · gender nonconforming character · supporting cast · character development
Semantic match: ranked by characterization
Distance: 0.1010
In a kingdom at war, a rebel lightning-wielder faces shifting alliances, old betrayals, and a final fight for power.
Why this is here
Characterization labels: strong female lead · annoying protagonist · petty heroine · brooding king · complex villain · sympathetic villain · tragic villain · schemer · cunning princess · loyal soldier · reluctant ruler · broken character · driven character · morally gray
Semantic match: ranked by characterization
Distance: 0.1012
A girl sold as a royal surrogate discovers a brutal court world, hidden powers, and forbidden love.
Why this is here
Characterization labels: female lead · defiant heroine · naive protagonist · strong heroine · complex villain · brooding love interest · mute attendant · rebel ally · young surrogate · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1080
A hidden-clan survivor hunts the truth behind a conspiracy while shifting loyalties and dangerous secrets reshape everything.
Why this is here
Characterization labels: strong female lead · morally grey · intelligent protagonist · resourceful protagonist · sympathetic ensemble · optimised superhumans · secretive characters · character development · loyal ally · warm-hearted love interest
Semantic match: ranked by characterization
Distance: 0.1092
Returned to a dinosaur-continent mission, Storm and Lincoln must survive, plant viruses, and seek a plague cure.
Why this is here
Characterization labels: strong female lead · conflicted heroine · protective brother · brooding hero · morally gray father · new character · reluctant leader · determined survivor · character growth
Semantic match: ranked by characterization
Distance: 0.1103
In a memory-trading dystopia, a guilt-ridden teen joins rebels to save her mother and steal a prison map.
Why this is here
Characterization labels: teen heroine · gifted protagonist · guilty protagonist · broken heroine · morally gray lead · strong female lead · naive protagonist · trusting heroine · protective daughter · brooding love interest · loyal ally · ruler antagonist · power-hungry villain · desperate mother · young rebel · parentally motivated
Semantic match: ranked by characterization
Distance: 0.1125
A widowed mother is pulled into a hidden supernatural war and forced into a dangerous bargain to save her child.
Why this is here
Characterization labels: strong heroine · mother protagonist · widow · protective parent · possessive hero · morally gray characters · dangerous male lead · secondary cast potential · competent heroine · emotionally guarded
Semantic match: ranked by characterization
Distance: 0.1130
