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Combine common axes
These books are ranked using the characterization labels extracted for Friday Black.
Characterization labels used: Black protagonists, working-class characters, retail workers, young men, young adults, parents, school shooter POV, moral pressure, protagonists under threat, disadvantaged characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
Two recently broken-up retail coworkers chase a missing grandmother through wormholes hidden in their store.
Why this is here
Characterization labels: minimum-wage workers · exes · coworkers · nonbinary character · Black character · anxious protagonist · prickly protagonist · sarcastic protagonist · messy relationship · retail employees
Semantic match: ranked by characterization
Distance: 0.1633
A homeless Black queer artist in New York is chosen to help the city be born and defend it from ancient threats.
Why this is here
Characterization labels: homeless protagonist · gay protagonist · Black protagonist · street kid · urban survivor · artist · reluctant hero · marginalized narrator · cynical outsider
Semantic match: ranked by characterization
Distance: 0.1705
A hopeless teen time-travels into gang conflicts to stop a death and keep changing a violently unstable future.
Why this is here
Characterization labels: weak protagonist · determined protagonist · crybaby hero · loyal protagonist · charismatic cast · gang leaders · delinquent teens · character growth · protective characters · morally gray characters
Semantic match: ranked by characterization
Distance: 0.1718
In near-future Britain, four marginalized kids fight a system of surveillance, control, and collapse.
Why this is here
Characterization labels: children protagonists · young adults · traumatized youth · underclass · outsiders · antiheroes · hardened survivors · damaged families · miserable adults · archetypal characters · limited empathy · angry protagonists · revenge-minded
Semantic match: ranked by characterization
Distance: 0.1780
A debut collection of darkly comic near-future stories about workers, outsiders, and survival in a collapsing America.
Why this is here
Characterization labels: downtrodden workers · outsiders · underlings · low-status employees · guilt-ridden protagonists · morally decent characters · eccentric characters · vulnerable characters · bullied characters
Semantic match: ranked by characterization
Distance: 0.1783
A gang member chases a lost loved one through feather-triggered dream realities in near-future Manchester.
Why this is here
Characterization labels: drug users · gang members · misfits · underclass youths · street gang · anti-hero · questing protagonist · addicted characters · wooden characters (mixed) · flat characters (mixed) · memorable characters (mixed) · sentient/nonhuman characters
Semantic match: ranked by characterization
Distance: 0.1811
A guest-edited year’s-best anthology of 20 science fiction and fantasy stories, ranging from playful meta pieces to dark social commentary.
Why this is here
Characterization labels: teen protagonists · interdimensional characters · social outsiders · prisoners · witch · knight · alien characters · black protagonist · young black man · girls
Semantic match: ranked by characterization
Distance: 0.1822
An awkward teen swallows a tiny supercomputer that promises coolness, popularity, and a shot at his crush.
Why this is here
Characterization labels: male teen protagonist · socially awkward protagonist · outcast protagonist · low self-esteem · crush-driven motivation · morally flawed characters · bully peers · one-dimensional female characters (claimed) · teen boy interiority · best friend
Semantic match: ranked by characterization
Distance: 0.1826
A teen survives a zombie outbreak while wrestling with racist conditioning, family abuse, and shocking twists.
Why this is here
Characterization labels: teen protagonist · antihero · unlikeable protagonist · racist protagonist · bully · abusive father · abused child · manipulative parent · conflicted narrator · gang of teens · friends as entourage · character growth
Semantic match: ranked by characterization
Distance: 0.1828
In a climate-ravaged future, teen repair crews risk the desert to keep a rich enclave powered—and uncover a dangerous secret.
Why this is here
Characterization labels: teen protagonists · young adults · resourceful · expendable · working class · sympathetic · distinct ensemble · close friends · gutsy · capable · outsider
Semantic match: ranked by characterization
Distance: 0.1840
In an alternate America ruled by algorithms, a young Black woman assigned to power confronts love, control, and escape.
Why this is here
Characterization labels: young Black woman · Black girlhood · traumatized child · naive protagonist · brainwashed protagonist · adultified child · groomed heroine · oppressed protagonist · powerful white man · government official · enslaved ancestor · conflicted protagonist · vulnerable heroine
Semantic match: ranked by characterization
Distance: 0.1843
A desperate father enters a deadly televised manhunt to save his sick child in a ruthless near-future America.
Why this is here
Characterization labels: desperate protagonist · anti-hero · working-class protagonist · resourceful survivor · angry protagonist · bitterness · family-driven motivation · cunning · flat characters (mixed)
Semantic match: ranked by characterization
Distance: 0.1847
