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Combine common axes
These books are ranked using the characterization labels extracted for The Compound.
Characterization labels used: selfish protagonist, whiny protagonist, sullen teen, antisocial teen, loner teen, suspicious father, controlling father, genius father, terrifying father, mentally unstable parent, develops maturity
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
Stranded alone on an alien planet, a teen must survive the wild and uncover a strange presence linked to home.
Why this is here
Characterization labels: teen protagonist · middle school protagonist · lonely child · whiny protagonist · angsty teen · resourceful survivor · immature protagonist · determined survivor · coming-of-age
Semantic match: ranked by characterization
Distance: 0.1061
In a collapsing future London, a sheltered teen boards her father’s survival ship and questions its promised utopia.
Why this is here
Characterization labels: sheltered protagonist · naive protagonist · spoiled protagonist · selfish protagonist · annoying protagonist · teenage heroine · charismatic father · cult leader · messiah figure · privileged family · rebellious daughter · growing up · immature protagonist · questioning daughter
Semantic match: ranked by characterization
Distance: 0.1119
A teenage girl’s diary tracks her family’s struggle to survive after a moon-shifting disaster upends Earth.
Why this is here
Characterization labels: teen protagonist · whiny teen · immature narrator · character growth · matured protagonist · protective mother · resourceful mother · older brother caretaker · elderly neighbor · religious zealot · family unit
Semantic match: ranked by characterization
Distance: 0.1130
A lonely boy grows up amid disappearances and family secrets, chasing clues to his grandfather and a possible other world.
Why this is here
Characterization labels: lonely protagonist · socially isolated · quiet child · adult descent · unreliable protagonist · grieving son · eccentric grandfather · protective parents · misunderstood outsider · emotionally stunted family
Semantic match: ranked by characterization
Distance: 0.1192
A sarcastic Mars-born underdog navigates family pressure, nation-building chaos, and identity in a newly independent world.
Why this is here
Characterization labels: reluctant protagonist · irreverent narrator · messy protagonist · angsty teen · underachiever · self-aware narrator · flawed protagonist · controversial father · powerful father
Semantic match: ranked by characterization
Distance: 0.1214
After a child returns from clinical death changed, his father pursues a chilling link between dreams, science, and danger.
Why this is here
Characterization labels: infantile protagonist · passive protagonist · protective father · troubled parents · morally flawed adults · naive authorities · nonhuman antagonist
Semantic match: ranked by characterization
Distance: 0.1256
In near-future Manchester, a teen takes a deadly new drug for one perfect week as riots and revolution erupt around him.
Why this is here
Characterization labels: teen protagonist · selfish protagonist · unlikeable characters · flat characters · morally ambiguous teens · immature hero · whiny protagonist · rich girl · working-class family · older brother · psychotic villain · unstable villain · gangster villain · bodyguard · revolutionary youth
Semantic match: ranked by characterization
Distance: 0.1257
A boy abandoned by his mother to a Sasquatch grows into a man whose lifelong hunt reverberates through generations.
Why this is here
Characterization labels: obsessed protagonist · dysfunctional family · flawed characters · unlikeable characters · sympathetic child protagonist · isolated father · eccentric outsiders · obsessive hunter
Semantic match: ranked by characterization
Distance: 0.1261
A wealthy young clone wakes accused of murder and races to uncover the truth about his memory gaps and family trauma.
Why this is here
Characterization labels: unlikable protagonist · anti-hero · spoiled rich kid · self-destructive · reckless · traumatized · dysfunctional family
Semantic match: ranked by characterization
Distance: 0.1263
An alternate-universe Harry Potter uses science and rationality to probe magic, challenge Hogwarts, and remake his fate.
Why this is here
Characterization labels: child prodigy · rationalist · smart protagonist · annoying genius · arrogant protagonist · self-centered protagonist · overly mature child · relatable flaws · dark lord aspiration · logical villain · over-the-top characterization · female characters weak
Semantic match: ranked by characterization
Distance: 0.1283
A grief-stricken teen diver is swallowed by a sperm whale and must escape before his oxygen runs out.
Why this is here
Characterization labels: teen protagonist · young male protagonist · traumatized protagonist · guilty son · overconfident diver · estranged family · emotionally damaged · scientific minded · survivalist · abusive father · complex father figure · complicated parents
Semantic match: ranked by characterization
Distance: 0.1306
A group of time-shifting teens cross into new wallfolds and race to stop Garden’s destruction while trust frays.
Why this is here
Characterization labels: whiny teens · genius children · reluctant leader · mature adults · squabbling group · philosophical characters · flawed protagonists · insecure characters
Semantic match: ranked by characterization
Distance: 0.1312
