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These books are ranked using the characterization labels extracted for Feral.
Characterization labels used: strong female lead, teen protagonist, survivor, scout, protector, hardened survivor, feral male antagonist, scientist, doctor, younger sister, love interest
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A captive teen must escape an underwater prison, unite former enemies, and warn the world of a new monster threat.
Why this is here
Characterization labels: strong female lead · teen protagonist · survivor · leader · reluctant hero · hybrid identity · captor ally · new monster antagonist · morally gray characters · love triangle
Semantic match: ranked by characterization
Distance: 0.0864
Two teens, decades apart, confront a storm-born future and the society built from its ruins.
Why this is here
Characterization labels: teen protagonist · female lead · male lead · outcast · loner · survivor · ambitious leader · controller candidate · rebellious character · strong female characters
Semantic match: ranked by characterization
Distance: 0.0951
A lone survivor must enter a brutal prison colony to rescue a child and uncover who can stop the outbreak.
Why this is here
Characterization labels: teen survivor · resourceful heroine · kickass heroine · single-minded protagonist · reckless protagonist · protective ally · male guardian · scientist villain · serial predator · corrupt authority · broken survivor · strong female lead
Semantic match: ranked by characterization
Distance: 0.1034
A defiant Hunger Games victor is pulled back into a deadlier contest as rebellion spreads and the Capitol retaliates.
Why this is here
Characterization labels: female protagonist · reluctant hero · survivor · love triangle · young protagonist · traumatized survivor · strategic ally · mentor figure · antagonist ruler
Semantic match: ranked by characterization
Distance: 0.1193
In a shattered future New York, a teen races through a brutal wasteland to rescue her kidnapped sister from death arenas.
Why this is here
Characterization labels: strong heroine · resourceful teen · older sister · younger sister · survival-trained · military-trained · fierce protector · male ally · broody love interest · mysterious survivor · violent antagonists · superhuman protagonist
Semantic match: ranked by characterization
Distance: 0.1198
A fierce teen in a quarantined, blood-typed Orleans fights to save a newborn while an outsider scientist seeks a cure.
Why this is here
Characterization labels: fierce heroine · resourceful protagonist · hardy survivor · brave girl · scrappy character · cynical character · hardened survivor · naive outsider · bland male lead · protective caregiver · scientist character · teen protagonist · determined protagonist · strong female lead · capable warrior
Semantic match: ranked by characterization
Distance: 0.1215
In a zombie-ravaged Vegas, two survivors fight kidnappers, the dead, and each other’s rising stakes to escape alive.
Why this is here
Characterization labels: strong female lead · survivalist · protective male lead · brother rivalry · developing character · character-driven · morally tested · traumatized · desperate · resourceful
Semantic match: ranked by characterization
Distance: 0.1294
A traumatized teen teams with a mysterious alien to rescue her brother, only to uncover secrets that could change Earth.
Why this is here
Characterization labels: strong heroine · traumatized protagonist · sarcastic heroine · loyal sibling · mysterious alien · protective love interest · resourceful survivor · emotionally damaged lead · stubborn protagonist · secretive character
Semantic match: ranked by characterization
Distance: 0.1302
A memory-lost teen in a last human colony must survive a robot plague while choosing between two very different boys.
Why this is here
Characterization labels: strong heroine · kick-ass heroine · female lead · survivalist · hunter · scout · leader · protector · emotionally guarded · part human · part machine · amnesiac · mysterious newcomer · secretive love interest · steady caretaker · soldier · doctor · young adult protagonist
Semantic match: ranked by characterization
Distance: 0.1307
A teenage space pilot races across alien worlds to rescue her family, save a friend, and outrun a war.
Why this is here
Characterization labels: teen protagonist · young woman · female hero · strong heroine · capable protagonist · protective male character · crew ensemble · alien characters · morally driven · resourceful
Semantic match: ranked by characterization
Distance: 0.1318
A colony leader on a remote world must survive a Predator hunt and an alien outbreak while forging an unlikely alliance.
Why this is here
Characterization labels: strong female lead · colony leader · Predator warrior · mentor figure · young warriors · honorable warrior · resourceful protagonist · survivor
Semantic match: ranked by characterization
Distance: 0.1326
On a deadly trek to Alaska, Cassie and her survivors face zombies, grief, and hard choices as the world falls apart.
Why this is here
Characterization labels: strong female lead · wisecracking protagonist · resourceful survivors · adult characters · loyal companions · character growth · badass women · flawed characters · survivor resilience · comic relief
Semantic match: ranked by characterization
Distance: 0.1342
