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These books are ranked using the characterization labels extracted for Strange New World.
Characterization labels used: clone protagonist, teen protagonist, female co-protagonist, tech-savvy, influencer, spoiled rich girl, media sensation, reserved protagonist, likable characters, character growth, coming-of-age, dynamic character
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
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: 0.1665
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: 0.1687
A teenage girl with catlike powers is pulled into a hidden war, dangerous alliances, and a tangled love triangle.
Why this is here
Characterization labels: teen heroine · rebellious teen · sassy protagonist · badass heroine · matured protagonist · selfish protagonist · annoying characters · flat characters · protective heroine · loyal heroine · male love interests · villain with depth · leader role · side character focus
Semantic match: ranked by characterization
Distance: 0.1714
A teen in a brutal future lottery is sent to the elite city, where immortality hides a darker truth.
Why this is here
Characterization labels: female protagonist · teen protagonist · rebellious heroine · strong moral compass · naive heroine · clueless protagonist · stubborn heroine · feisty protagonist · relatable heroine · strong female lead · brave protagonist · selfless heroine · annoying protagonist · character growth
Semantic match: ranked by characterization
Distance: 0.1716
Separated across worlds, Cara and Aelyx fight prejudice, politics, and threats that could derail human-alien peace.
Why this is here
Characterization labels: strong heroine · fiery heroine · humorous heroine · logical hero · awkward hero · teen protagonists · determined heroine · isolated protagonist · politically pressured lead · new secondary characters · strong female lead · clone characters
Semantic match: ranked by characterization
Distance: 0.1719
A clone teen with the power to jump realities wakes alone on abandoned Earth and must solve why he was created.
Why this is here
Characterization labels: teen protagonist · clone · sarcastic · overanalytical · introspective · thoughtful · smart · lonely · self-doubting · prickly heroine · young couple · morally conscientious · idealistic · relatable
Semantic match: ranked by characterization
Distance: 0.1732
An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.
Why this is here
Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist
Semantic match: ranked by characterization
Distance: 0.1732
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: 0.1751
Two teens on opposite sides of a secret cloning conspiracy uncover truths that can only be seen together.
Why this is here
Characterization labels: replica · clone · teen girl · sickly teen · bullied teen · socially awkward · curious · naive · isolated · underdeveloped characters · relatable characters · strong female leads
Semantic match: ranked by characterization
Distance: 0.1755
A cloned young woman consolidates power and hunts a murderer while Union politics, secrets, and identity collide.
Why this is here
Characterization labels: clone protagonist · genius protagonist · young adult protagonist · politically ambitious · isolated protagonist · socially warmer sequel lead · guardian figure · rival politician · complex characters
Semantic match: ranked by characterization
Distance: 0.1765
A quiet teen’s life unravels when strange neighbors arrive next door and pull her into a mythic time-travel mystery.
Why this is here
Characterization labels: introverted protagonist · angsty teen · angry teen · invisible girl · relatable teen · awkward teen · deaf character · geeky sibling · genius sibling · eccentric outsider · mischievous characters · morally ambiguous characters · immortal characters · character growth
Semantic match: ranked by characterization
Distance: 0.1769
A rebellious cadet in a corporate-run future must choose between career advancement, friends, and his ideals.
Why this is here
Characterization labels: stubborn protagonist · arrogant protagonist · rebellious protagonist · idealistic protagonist · reckless protagonist · self-destructive protagonist · smart protagonist · hyperintelligent protagonist · immature teen · loyal friend · fierce heroine · strong female character · sarcastic supporting cast · morally resistant protagonist · anti-authority
Semantic match: ranked by characterization
Distance: 0.1770
