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These books are ranked using the characterization labels extracted for Boy 7.
Characterization labels used: teen protagonist, hacker, naive protagonist, resourceful protagonist, suspicious protagonist, helpful girl, antagonists, flat secondary characters, moral ambiguity
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen outcast who can sense both virtual and real worlds is forced into tests that expose a dangerous secret.
Why this is here
Characterization labels: outcast protagonist · teen protagonist · feisty heroine · naive heroine · secretive heroine · gifted protagonist · special abilities · hacker · mean girl · absent father · protective grandmother · stepmother tension · love interest · secondary characters
Semantic match: ranked by characterization
Distance: 0.0946
On the run from a powerful game company, Simon and friends dive back into VR as reality begins to fracture.
Why this is here
Characterization labels: teen protagonist · flawed protagonist · maturing protagonist · traumatized protagonist · hacker character · tech genius · evil conglomerate · secretive ally · romantic interest · sentient nonhuman characters · antagonistic friend · supportive side character
Semantic match: ranked by characterization
Distance: 0.0954
A reluctant teen cadet is abruptly selected for elite space training and must uncover why she was chosen.
Why this is here
Characterization labels: teenage girl · unwilling protagonist · hacker sidekick · plucky heroine · rebel student · likable protagonist · frustrated cadet · unenthusiastic student
Semantic match: ranked by characterization
Distance: 0.1018
A young hacker must leak a trove of explosive secrets without exposing himself or ruining a political campaign.
Why this is here
Characterization labels: teen hacker · young adult protagonist · political radicalization · traumatized protagonist · cautious protagonist · matured protagonist · ideological characters · supportive girlfriend · independent candidate
Semantic match: ranked by characterization
Distance: 0.1020
A teen wakes from a coma with missing memories and uncovers a shocking secret about her body, family, and humanity.
Why this is here
Characterization labels: teen protagonist · introspective heroine · curious protagonist · sympathetic characters · controlling parents · grandmother figure · shady characters · morally conflicted adults · illicit existence
Semantic match: ranked by characterization
Distance: 0.1022
A young man in a gang-run dystopian Britain is pulled into crime to protect love, money, and family.
Why this is here
Characterization labels: teen protagonist · reluctant criminal · gutsy hero · unlikely hero · angsty hero · manipulative · intelligent · poor judgment · annoying protagonist · secondary character focus
Semantic match: ranked by characterization
Distance: 0.1034
A top student is recruited into a secret time-travel agency and must navigate conspiracies, rules, and a new identity.
Why this is here
Characterization labels: teen operative · strong heroine · sassy heroine · rebellious protagonist · selfish protagonist · whiny protagonist · smart protagonist · resourceful protagonist · outsider · antagonistic side characters
Semantic match: ranked by characterization
Distance: 0.1076
A teen hacker wakes in another boy’s body and races through virtual and real worlds to stop a sentient AI takeover.
Why this is here
Characterization labels: teen protagonists · hacker protagonists · artificial intelligence · sentient program · morally ambiguous antagonist · trust issues · rash protagonist · united team · bland characterization · shallow characterization · character-driven tension
Semantic match: ranked by characterization
Distance: 0.1106
In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.
Why this is here
Characterization labels: teen protagonist · sheltered protagonist · rebellious heroine · willful · determined · reckless · naive
Semantic match: ranked by characterization
Distance: 0.1113
A girl in witness protection races to save her missing parents and uncover the truth about her hidden past.
Why this is here
Characterization labels: female protagonist · clever protagonist · resourceful protagonist · curious protagonist · smart girl · young teen protagonist · computer whiz · hacker · foster kid · scientist parent · mysterious handler · untrustworthy adult · loyal friend · brave kids
Semantic match: ranked by characterization
Distance: 0.1120
A superpowered teen alien hunter follows a deadly list of targets while chasing the alien who killed his parents.
Why this is here
Characterization labels: teen protagonist · alien protagonist · lonely hero · overpowered hero · smart protagonist · sarcastic protagonist · immature villain
Semantic match: ranked by characterization
Distance: 0.1125
In a surveilled walled city where self-expression is outlawed, a teen uncovers a hidden underground and a fight for freedom.
Why this is here
Characterization labels: teen protagonist · female protagonist · outcast · brainwashed citizen · privileged protagonist · reluctant rebel · character growth · leader arc
Semantic match: ranked by characterization
Distance: 0.1135
