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Combine common axes
These books are ranked using the characterization labels extracted for New York to Dallas.
Characterization labels used: homicide lieutenant, rookie cop, strong female lead, dedicated cop, brave, tough, emotionally wounded, traumatized survivor, serial pedophile, murderer, sadistic villain, alpha protector, supportive husband, mentor figure, therapist/profiler, motherly figure
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A homicide lieutenant hunts a cop killer tied to police corruption and her husband's dangerous past.
Why this is here
Characterization labels: female detective · homicide lieutenant · strong heroine · driven investigator · competent cop · protective husband · alpha male · corrupt cops · supportive friend · surrogate mother figure · loyal team · supporting cast · vulnerable heroine · stubborn couple
Semantic match: ranked by characterization
Distance: 0.1320
A homicide detective hunts a serial organ-harvesting killer while her career and identity come under threat.
Why this is here
Characterization labels: homicide detective · strong female lead · vulnerable heroine · kickass heroine · dedicated cop · morally steadfast · stubborn · emotionally guarded · supportive spouse · protective partner · competent investigator · jealous cop · supporting ensemble · found family
Semantic match: ranked by characterization
Distance: 0.1348
An ex-cop inherits a house in a hidden New Mexico town and uncovers a family mystery tangled with cosmic horrors.
Why this is here
Characterization labels: ex-cop · drifter · tough heroine · damaged protagonist · resourceful protagonist · emotionally damaged · troubled woman · strong female lead · bizarre townspeople
Semantic match: ranked by characterization
Distance: 0.1784
A burned-out FBI agent finds an unexpected alien ménage match on an exile colony, then hunts danger with her mates.
Why this is here
Characterization labels: FBI agent · law enforcement heroine · burnt-out heroine · strong heroine · independent heroine · assertive heroine · dom/sub heroine · dominant hero · alpha hero · overprotective heroes · wounded warriors · scarred survivors · cyborg warriors · secondary hero · balanced pair · protective heroes
Semantic match: ranked by characterization
Distance: 0.1799
A survivor hunts a time-traveling serial killer who stalks women across decades from a mysterious Chicago house.
Why this is here
Characterization labels: female protagonist · survivor · strong heroine · determined · courageous · smartass · damaged · tenacious · serial killer · psychopath · predator · female victims · fully realized victims · journalist · ex-homicide reporter · mentor figure · compulsive killer
Semantic match: ranked by characterization
Distance: 0.1804
An abducted FBI agent is auctioned offworld, then rescued by a mismatched crew of protective aliens.
Why this is here
Characterization labels: FBI agent · strong heroine · smart heroine · stubborn heroine · survivor · protective males · alpha males · distinct male leads · tortured antihero · criminal redeemed · warrior · doctor · captain · first mate · assassin · mercenary · cyborg crime boss
Semantic match: ranked by characterization
Distance: 0.1836
A fugitive ex-FBI agent races to expose a mind-control conspiracy while protecting her son and surviving a relentless manhunt.
Why this is here
Characterization labels: female protagonist · strong heroine · resourceful protagonist · smart protagonist · fugitive ex-FBI agent · single mother · vigilante · ruthless adversaries · evil villains · professional killers · mastermind villain · corrupt officials · child character · protective parent
Semantic match: ranked by characterization
Distance: 0.1844
An undercover FBI agent collides with a guarded, dominant New Species enforcer, sparking danger, heat, and trust issues.
Why this is here
Characterization labels: damaged hero · alpha male · loner · stoic male · controlling male · possessive hero · torturer · interrogator · assassin · FBI agent · badass heroine · strong heroine · competent heroine · professional woman · emotionally guarded · trust issues · trauma survivor · stubborn heroine
Semantic match: ranked by characterization
Distance: 0.1848
After hurricanes flood Houston, a police sergeant fights zombies, chaos, and family danger as the city collapses.
Why this is here
Characterization labels: female cop · police officer protagonist · emergency operations · strong heroine · mother · wife · family-oriented · duty-bound · honorable officer · flawed characters · inconsistent characterization · resourceful survivor · protective parent · morally conflicted · tough-as-nails
Semantic match: ranked by characterization
Distance: 0.1892
A secret NCIS investigator uses time travel to solve a murder, only to uncover an approaching end of humanity.
Why this is here
Characterization labels: special agent · detective protagonist · haunted protagonist · driven professional · strong female lead · gritty protagonist · traumatized lead · disabled protagonist · flawed characters
Semantic match: ranked by characterization
Distance: 0.1915
A shielded human detective and a failing Psy memory-reader unite to solve murders and unravel a Psy Council plot.
Why this is here
Characterization labels: human detective · cop hero · Psy heroine · Justice Psy · strong heroine · alpha hero · protective hero · patient hero · broken heroine · mysterious character · morally rigid heroine · incorruptible hero
Semantic match: ranked by characterization
Distance: 0.1943
In alternate Victorian London, a damaged heiress hunts a relic while a serial killer and a dangerous viscount close in.
Why this is here
Characterization labels: strong heroine · damaged heroine · trauma survivor · impulsive heroine · independent heroine · feisty heroine · brooding hero · dangerous hero · villainous viscount · detective · serial killer · supportive grandmother · supporting archetypes
Semantic match: ranked by characterization
Distance: 0.1945
