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These books are ranked using the characterization labels extracted for Yours for the Taking.
Characterization labels used: billionaire villain, reclusive leader, ambitious assistant, medical director, working-class striver, queer protagonists, young women, trans woman, lesbian lead, morally compromised power broker
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A mining company chases a colossal platinum strike deep under Utah, only to uncover an ancient underground menace.
Why this is here
Characterization labels: ambitious executive · ruthless businessman · psychopathic woman · female assassin · mad scientist · archeologist · ex-military security · former operative · prospector · corporate team · antihero protagonist · likable and unlikable mix
Semantic match: ranked by characterization
Distance: 0.2072
In a dual-world rebellion against dragon rule, shifting loyalties and secret schemes decide the fate of Loom and Nova.
Why this is here
Characterization labels: female protagonist · inventor · engineer · assassin · rebel leader · dragon leader · scheming villain · villain POV · soft male lead · queer heroine · mentor figure · student turned leader · competent villain
Semantic match: ranked by characterization
Distance: 0.2073
A scientist trapped in a quarantine zone is transformed and claimed by three alphas in a dangerous, steamy new world.
Why this is here
Characterization labels: female scientist · research assistant · alpha pack leader · younger alpha · protective heroes · outsider heroine · feisty heroine · naive heroine · stubborn heroine · corrupt boss · evil doctor · sympathetic leads · distinct alpha personalities
Semantic match: ranked by characterization
Distance: 0.2083
After a major status quo shift, Tony Stark becomes a hunted fugitive, racing to protect dangerous secrets from the new regime.
Why this is here
Characterization labels: billionaire inventor · wounded genius · self-destructive hero · clever strategist · arrogant hero · villainous power broker · resourceful ally · capable side character · heroic women · morally compromised
Semantic match: ranked by characterization
Distance: 0.2120
At a remote desert research outpost, a found specimen unleashes quarantine, contagion, and twisted desire.
Why this is here
Characterization labels: team leader · scientist · quiet protagonist · reclusive protagonist · uptight protagonist · horny protagonist · gender-neutral cast · queer cast · nonbinary characters · diverse cast · underdeveloped characters (mixed) · difficult protagonist · morally compromised lead · obsessive desire
Semantic match: ranked by characterization
Distance: 0.2122
A second-chance couple must bend time and reality to save both their relationship and a collapsing world.
Why this is here
Characterization labels: geneticist · software engineer · physicist · physics professor · scientist · strong female lead · strong-willed · brilliant woman · risk taker · independent woman · kind hero · non-alpha male · supportive hero · easy-going hero · complex characters · well-developed characters · relatable characters · everyday people · damsel-in-distress inversion · self-sacrificing protagonist
Semantic match: ranked by characterization
Distance: 0.2125
A sorceress must escape an eldritch marriage trap by chasing her enemy through dream roads into Regency-era England.
Why this is here
Characterization labels: competent heroine · female lead · sorceress · corporate climber · formidable · hyperorganized · badass female character · antagonistic ex-husband · eldritch ruler · billionaire · cult leader · ensemble cast · misfits · found family · neurodiverse characters · queer characters · bisexual protagonist
Semantic match: ranked by characterization
Distance: 0.2138
In near-future Delhi, a reality controller and an estranged heir get pulled into conspiracies amid surveillance and influencer culture.
Why this is here
Characterization labels: reclusive heir · corporate operator · passive protagonists · moral pragmatist · privileged characters · disaffected youth · world-weary characters · female lead
Semantic match: ranked by characterization
Distance: 0.2144
A cloned geneticist navigates post-Earth solar-system politics, alien tech, and a looming interstellar reckoning.
Why this is here
Characterization labels: geneticist · mad scientist · clone protagonist · female protagonist · spunky heroine · illegal researcher · scheming leader · opportunistic ruler
Semantic match: ranked by characterization
Distance: 0.2174
A tech-enhanced operative races to expose a trillionaire genius whose breakthroughs may hide a threat to humanity.
Why this is here
Characterization labels: reclusive genius · trillionaire villain · enhanced operative · elite operative · super soldier · brilliant antagonist · likable heroes · strong women · moral center · formulatic characters
Semantic match: ranked by characterization
Distance: 0.2200
In a collapsing dystopian America, industrialists and a railroad leader fight state control, missing innovators, and a growing mystery.
Why this is here
Characterization labels: strong-willed protagonists · engineer · industrialist · business leader · entrepreneur · idealized characters · morally polarized characters · determined protagonists · female lead · male lead
Semantic match: ranked by characterization
Distance: 0.2209
A tech mogul reunites with his estranged partner to debug a haunted smart mansion, where AI, secrets, and grudges turn deadly.
Why this is here
Characterization labels: billionaire · tech mogul · recovering alcoholic · addict · brilliant programmer · arrogant man · resentful man · bitter rival · female love interest · creepy twins · family trauma · unsympathetic protagonists · complex characters · morally flawed characters
Semantic match: ranked by characterization
Distance: 0.2210
