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Combine common axes
These books are ranked using the characterization labels extracted for Callie's Catastrophe.
Characterization labels used: angry heroine, depressed heroine, grumpy heroine, stubborn heroine, fiery hero, protective hero, manipulative hero, neat-freak hero, bullbull-headed hero, resisting mates
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A grumpy cyborg captain and a stranded human clash, spark, and survive a dangerous journey home together.
Why this is here
Characterization labels: grumpy hero · stubborn hero · surly hero · distrustful hero · commanding hero · loyal leader · feisty heroine · strong heroine · brave heroine · selfless heroine · captain heroine · captain hero · emotionally closed off · protective · headstrong
Semantic match: ranked by characterization
Distance: 0.0903
Tricked onto an alien planet, Jetta must resist a possessive alien husband while deciding whether to fight or fall.
Why this is here
Characterization labels: feisty heroine · sassy heroine · sarcastic heroine · rebellious heroine · annoying heroine · alpha male · protective male · devoted hero · sweet hero · dominant hero · jealous hero · possessive hero · strong heroine · caring hero · stubborn heroine
Semantic match: ranked by characterization
Distance: 0.0955
A secretive woman shelters a fallen superhero in her yard, and their slow-burn bond unravels danger and hidden truths.
Why this is here
Characterization labels: grumpy hero · sunshine heroine · sassy heroine · strong heroine · awkward heroine · anxious heroine · lonely heroine · fearful heroine · protective heroine · broody hero · sarcastic hero · aloof hero · emotionally closed off hero · unruly hero · virgin protagonists · obsessed hero · fierce underdog
Semantic match: ranked by characterization
Distance: 0.1001
A reluctant human on an alien world is matched with a possessive hunter, forcing a dangerous fight for trust and freedom.
Why this is here
Characterization labels: grumpy hero · possessive hero · protective hero · hunter hero · ex-mercenary · morally gray hero · traumatized heroine · independent heroine · guarded heroine · strong heroine · firecracker heroine
Semantic match: ranked by characterization
Distance: 0.1009
A stranded human with a four-armed alien mate fights the bond, her losses, and life on an icy world.
Why this is here
Characterization labels: anxious heroine · controlling heroine · bossy heroine · stubborn heroine · insecure heroine · curvy heroine · fat heroine · patient hero · sweet hero · kind hero · dirty talker · guilt-ridden hero · supportive mate · good-natured hero · popular outsider
Semantic match: ranked by characterization
Distance: 0.1022
An exiled alien warrior and a defiant human woman strike a secret training deal as war nears their hidden planet.
Why this is here
Characterization labels: brooding hero · grumpy hero · dominant hero · protective hero · reluctant mentor · feisty heroine · badass heroine · strong-willed heroine · tomboy · rebellious heroine · determined heroine · outcast warrior · battle chief · fierce fighter
Semantic match: ranked by characterization
Distance: 0.1027
A spoiled Earth socialite is abducted to a space-station bride program and matched with a grumpy alien commander.
Why this is here
Characterization labels: spoiled heroine · alpha hero · grumpy hero · warrior hero · commander hero · socialite heroine · influencer heroine · reluctant hero · feisty heroine · stubborn leads · character growth · emotionally wounded
Semantic match: ranked by characterization
Distance: 0.1029
An angel heir must find his divinely chosen bride before a ritual that could save or doom his world.
Why this is here
Characterization labels: stubborn heroine · angry heroine · prickly heroine · willful heroine · frustrated hero · arrogant hero · dutiful hero · devout hero · powerful rulers · slave survivor · traumatized heroine
Semantic match: ranked by characterization
Distance: 0.1031
A grumpy space-corsair and a clueless clone heroine chase a cloning ring through danger, sparks, and stolen kisses.
Why this is here
Characterization labels: grumpy hero · stoic hero · protective hero · patient hero · serious hero · naive heroine · innocent heroine · clingy heroine · headstrong heroine · sunshine heroine · badass heroine · assassin heroine · clone heroine · overly responsible hero · secretly capable heroine · emotionally reserved hero
Semantic match: ranked by characterization
Distance: 0.1055
A stubborn human and a grumpy alien warrior repair a farm, and slowly each other, in a sweet steamy sci-fi romance.
Why this is here
Characterization labels: grumpy hero · stubborn heroine · ex-warrior · independent heroine · damaged hero · PTSD · bossy hero · feisty heroine · wounded warriors · survivor
Semantic match: ranked by characterization
Distance: 0.1064
A hidden Omega is claimed by a controlling Alpha in a dystopian world, forcing bond, secrecy, and family stakes.
Why this is here
Characterization labels: stubborn heroine · fiery heroine · defiant heroine · whiny heroine · resistant heroine · possessive alpha · controlling alpha · cold alpha · obsessive alpha · manipulative alpha · abusive hero · powerful boss · family provider · hidden past · damaged alpha · predatory lead
Semantic match: ranked by characterization
Distance: 0.1072
A dying woman swipes right on an e-reader and wakes up as an alien warrior’s assigned tribute and unlikely mate.
Why this is here
Characterization labels: grumpy hero · broody hero · dominant male · submissive heroine · psychologist heroine · doctor heroine · dying heroine · stoic warrior · protective hero · grieving hero · reluctant mate · strong heroine · brave heroine · experienced submissive · alpha hero · survivor guilt · possessive hero
Semantic match: ranked by characterization
Distance: 0.1078
