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Combine common axes
These books are ranked using the characterization labels extracted for Devil May Lie.
Characterization labels used: mad scientist, butcher, royal, racer, medical student, murderous, morally gray, obsessive, possessive, protective, tender, unhinged, traumatized, vulnerable, socially awkward, blunt, manipulative, petty, loyal, self-sacrificing, dissociative, psychotic, masochistic, sadistic, wildcard
Focused on “bullied” 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.
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: 0.1691
A numb professor and a psychopathic student spiral into a violent cat-and-mouse obsession on a dangerous alien campus.
Why this is here
Characterization labels: psychopath · emotionally detached · emotionally numb · stoic · obsessive · possessive · manipulative · controlling · deranged · masochist · criminal psychologist · professor · student · genius · schemer · predatory · morally black · twin · control freak
Semantic match: ranked by characterization
Distance: 0.1521
In a locked-down future lab, a grieving scientist’s son hunts his father’s killer with help from the lab’s AI.
Why this is here
Characterization labels: depressed protagonist · morally gray · obsessive · paranoid · damaged · unhinged · ruthless · ambiguous motives · unlikable characters · messy characters · female agency · AI character · endearing AI · mad scientist · scientist son · security chief · research intern · morally gray woman · complicated protagonist · suicidal ideation
Semantic match: ranked by characterization
Distance: 0.1572
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: 0.1632
After a near-death confession, two damaged men unravel a drug conspiracy while their toxic bond shifts in new directions.
Why this is here
Characterization labels: doctor · patient · antihero · morally gray · obsessive lover · possessive · yearner · protective · cold exterior · vulnerable interior · traumatized · emotionally repressed · unhinged · childish · redeemability questioned
Semantic match: ranked by characterization
Distance: 0.1634
A wounded regime leader narrates his obsession with Juliette as power, secrets, and family pressure close in.
Why this is here
Characterization labels: morally gray · obsessive · tortured · vulnerable · cold exterior · complex villain · authoritarian leader · damaged past · protective · strategic · intelligent
Semantic match: ranked by characterization
Distance: 0.1663
Two brilliant college rivals test a theory about near-death powers, then spend years hunting each other for revenge.
Why this is here
Characterization labels: morally grey · anti-hero · villain protagonist · sociopath · narcissistic · fanatic · hypocritical · calculating · cunning · brilliant · arrogant · lonely · cold · merciless · obsessive · delusional · self-righteous · charismatic · reserved · reserved girl · hacker · cellmate · sidekick · found family
Semantic match: ranked by characterization
Distance: 0.1682
A condemned serial killer recounts his crimes to a journalist, revealing a dark psychological maze of violence and manipulation.
Why this is here
Characterization labels: serial killer · antihero · psychopathic · manipulative · damaged childhood · emotionally complex · morally gray · cunning · troubled journalist · corruptible · abusive father · cold-blooded · sympathetic monster · destructive charisma
Semantic match: ranked by characterization
Distance: 0.1715
A gothic retelling of Jekyll and Hyde from Hyde’s perspective, exposing hidden motives, abuse, and a fractured mind.
Why this is here
Characterization labels: sympathetic antagonist · morally grey · psychologically tortured · repressed self · double life · scientific rationalist · abused child · damaged psyche · manipulative doctor · hidden motives · fragmented identity · unhinged mind · troubled lover · secondary characters underused
Semantic match: ranked by characterization
Distance: 0.1722
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: 0.1733
A kidnapped mafia fixer and a vengeful gang leader confront buried secrets, old wounds, and dangerous attraction.
Why this is here
Characterization labels: obsessive lovers · possessive · toxic couple · flawed characters · antiheroes · unhinged · secretive · protective · jealous · bratty · caretaking · power bottom · powerful fixer · gang leader · runner · mobster · pornstar · devoted · red-flag men · morally gray
Semantic match: ranked by characterization
Distance: 0.1738
A dark five-issue origin story traces Thanos from alienated child to cosmic monster obsessed with Death.
Why this is here
Characterization labels: genius · socially awkward · outcast · loner · psychopath · sociopath · serial killer · sadistic · apathetic · nihilistic · unrepentant · intelligent villain · monster origin · emotionally damaged · morally irredeemable · antagonist focus
Semantic match: ranked by characterization
Distance: 0.1743
