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Combine common axes
These books are ranked using the characterization labels extracted for The Past Is Red.
Characterization labels used: optimistic protagonist, outcast heroine, distinctive voice, lovable but prickly, maltreated outsider, lonely, snarky, relentlessly hopeful, young adult lead, older narrator
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A debt-ridden young man in early-1990s England lands a strange job and an offer that may change his future.
Why this is here
Characterization labels: young adult · unemployed · down on his luck · relatable characters · likable characters · believable characters · selfish protagonist · ordinary people · character-driven · emotionally immature · sympathetic lead
Semantic match: ranked by characterization
Distance: 0.1761
An ordinary student gets pulled into a school club hunting the supernatural, led by a girl who may bend reality.
Why this is here
Characterization labels: eccentric heroine · sarcastic narrator · bookish girl · timid girl · smiling male lead · stoic character · brash heroine · manipulative heroine · ordinary protagonist
Semantic match: ranked by characterization
Distance: 0.1812
A terminally ill teen wakes five years later in a new body and must face the life, love, and friends that moved on without him.
Why this is here
Characterization labels: teen protagonist · sympathetic narrator · wry humor · relatable · immature · selfish (mixed) · reckless · brave · stubborn · whiny (mixed) · supportive parents · best friend · new friend · ex-girlfriend fixation
Semantic match: ranked by characterization
Distance: 0.1883
A sheltered servant girl flees her sealed home with a mysterious stranger and discovers a strange world beyond its walls.
Why this is here
Characterization labels: servant protagonist · female lead · naive heroine · sarcastic heroine · funny narrator · introspective heroine · relatable protagonist · sheltered protagonist · coming-of-age heroine · bold but weak · unreliable perspective · strong female lead
Semantic match: ranked by characterization
Distance: 0.1926
A teen in quarantined post-nuclear California is pulled toward rebellion when outsiders arrive with news of the wider world.
Why this is here
Characterization labels: teenage protagonist · mentor figure · elder storyteller · hardy youth · compelling narrator · flawed characters · believable characters · coming of age
Semantic match: ranked by characterization
Distance: 0.1946
A weak telekinetic in early-2000s Orlando gets pulled into a murder mystery that could wipe out her kind.
Why this is here
Characterization labels: snarky heroine · flawed protagonist · weak superpowered protagonist · quirky heroine · wisecracking narrator · dry-witted agent · relatable protagonist · outcast · young adult protagonist · level-based powers
Semantic match: ranked by characterization
Distance: 0.1947
Stranded on an alien world, one woman rejects colonization and insists on facing death on her own terms.
Why this is here
Characterization labels: unnamed protagonist · realist narrator · nihilist narrator · prickly protagonist · unlikable lead · outsider figure · psychological instability · cynical voice · female narrator · mixed civilian group
Semantic match: ranked by characterization
Distance: 0.1978
At a picture-perfect wedding, a heartbroken guest gets trapped in a deadly time loop with a masked killer.
Why this is here
Characterization labels: flawed heroine · relatable protagonist · anxious protagonist · heartbroken protagonist · messy women · young adult women · bumbly protagonist · sympathetic lead · final girl subversion · self-doubt · character-driven
Semantic match: ranked by characterization
Distance: 0.1996
A young woman begins leaping through her own life out of order each New Year’s, forced to navigate love, memory, and fate.
Why this is here
Characterization labels: young woman · self-discovery · immature protagonist · flawed heroine · witty protagonist · rebellious · resilient · adapting · coming of age
Semantic match: ranked by characterization
Distance: 0.2014
A regretful middle-aged man gets one brief chance to revisit 1986 and try to rewrite the life that followed.
Why this is here
Characterization labels: middle-aged protagonist · unhappy husband · dead-end worker · former teen · underdog · bitter protagonist · ordinary guy · relatable protagonist
Semantic match: ranked by characterization
Distance: 0.2025
A damaged Security Unit races to save colonists from corporate exploitation while confronting its own trauma.
Why this is here
Characterization labels: snarky protagonist · reluctant protector · socially awkward · traumatized · anxious · self-doubting · autonomous construct · hard-edged soft center · protective · wry narrator
Semantic match: ranked by characterization
Distance: 0.2029
A lonely alien studies Earth and finds unexpected comfort, friendship, and life lessons among talking creatures.
Why this is here
Characterization labels: lonely protagonist · naive protagonist · empathetic narrator · introverted characters · insecure characters · philosophical characters · quirky secondary characters · vulnerable characters
Semantic match: ranked by characterization
Distance: 0.2037
