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These books are ranked using the characterization labels extracted for De engelenmaker.
Characterization labels used: mad scientist, genius, outsider, asocial, emotionally detached, ambitious, obsessive, traumatized, misunderstood genius, frustrated, childhood trauma, morally rigid, cold parent
Focused on “brilliant scientist” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A scientist’s severed head remains alive, pulling an assistant into a dangerous web of experimentation and betrayal.
Why this is here
Characterization labels: mad scientist · cunning adversary · brilliant scientist · young assistant · nurse · scientific rival · coerced subject · moral witness · evil mastermind · victimized genius
Semantic match: ranked by characterization
Distance: 0.1542
A brother descends to a deep-sea research station amid a memory plague and finds the cure may be worse than the disease.
Why this is here
Characterization labels: genius scientist · estranged brother · veterinarian protagonist · damaged protagonist · sociopathic scientist · brilliant but unhinged · sympathetic hero · unlikeable character · childhood trauma · traumatized adult
Semantic match: ranked by characterization
Distance: 0.1323
A fertility doctor secretly engineers a genius child, then watches his experiment grow into a terrifying threat.
Why this is here
Characterization labels: mad scientist · obsessed scientist · geneticist · doctor protagonist · scientist father · anxious mother · child prodigy · evil genius · sociopathic child · emotionless child · naive protagonist · high-strung characters
Semantic match: ranked by characterization
Distance: 0.1418
A scientist creates life from dead matter, then faces the human and moral consequences of abandoning his creation.
Why this is here
Characterization labels: ambitious scientist · mad scientist · brilliant fool · obsessive seeker · self-centered · cowardly · melancholic · sympathetic creature · articulate creature · noble monster · isolated outsider · tragic antihero
Semantic match: ranked by characterization
Distance: 0.1550
A reclusive scientist makes himself invisible, only to spiral into fear, crime, and violent ruin.
Why this is here
Characterization labels: arrogant protagonist · mad scientist · genius gone wrong · alienated outsider · antisocial · violent · selfish · narcissistic · unreliable sympathy · bullying · paranoid · mentally unstable · reclusive
Semantic match: ranked by characterization
Distance: 0.1554
A split-timeline Warhammer tale shows how a gifted primarch's past and present wars forged his tragic fall.
Why this is here
Characterization labels: tragic genius · prodigy · brooding · petulant · insecure · paranoid · rationalist · logical · strategic genius · volatile temper · martyr complex · isolated · self-sabotaging · perfectionist · underappreciated · tyrant · anthropomorphic superhuman
Semantic match: ranked by characterization
Distance: 0.1588
A grieving scientist hides her infected husband while racing a covert lab to find a cure after a zombie outbreak.
Why this is here
Characterization labels: scientist protagonist · microbiologist · virologist · brilliant scientist · grieving widow · obsessive caregiver · difficult protagonist · selfish protagonist · resourceful protagonist · ethical transgressor · burnout · exhaustion · obsession · desperation · reckless · humanized monster
Semantic match: ranked by characterization
Distance: 0.1950
A scientific expedition climbs a newly appeared Pacific mountain where time bends, memories fray, and reality turns hostile.
Why this is here
Characterization labels: scientist protagonist · brilliant scientist · introverted · loner · emotionally stunted · genius protagonist · guilt-ridden · traumatized · psychologically unraveling · physicist · team specialist · military figures · anthropologist · biologist · geologist · chemist
Semantic match: ranked by characterization
Distance: 0.1955
A cloning scientist finds her husband has replaced her with a better, obedient copy—then the dead body forces both wives to cooperate.
Why this is here
Characterization labels: brilliant scientist · workaholic · cold protagonist · unlikable protagonist · morally compromised · angry protagonist · self-absorbed · controlling · docile clone · obedient clone · submissive wife · abusive father · career-driven woman · ethically ruthless · emotionally repressed · traumatized protagonist · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1978
In a near-future memory-tech world, a bullied genius gets pulled into a dangerous, obsessive MM romance.
Why this is here
Characterization labels: genius · nerdy · awkward · clumsy · bullied · insecure · self-deprecating · dominant · obsessive · possessive · caretaking · masked figure · protective · traumatized
Semantic match: ranked by characterization
Distance: 0.1679
A grieving scientist in Antarctica discovers a strange light that may open a door to second chances, love, and time itself.
Why this is here
Characterization labels: biologist · mycologist · physicist · scientist protagonist · grieving parent · divorced protagonist · messy protagonist · emotionally fractured · brilliant scientist · ambitious · flawed characters · found family
Semantic match: ranked by characterization
Distance: 0.1991
A genius street child is recruited into Battle School, where his hidden role reshapes a familiar war story.
Why this is here
Characterization labels: genius child · child prodigy · orphan · street kid · small stature · survivor · strategist · analytical mind · calculating · ambitious · relatable outsider · foil · rival · loner · strong-willed · cold intelligence · gifted child · child commander
Semantic match: ranked by characterization
Distance: 0.1747
