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Combine common axes
These books are ranked using the characterization labels extracted for SYLO.
Characterization labels used: average teen, reluctant hero, underdog, resourceful, determined, sympathetic protagonist, smart best friend, tough female lead, enigmatic love interest, untrustworthy adults, secretive parents, football player
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A directionless teen stumbles into a multiverse war and joins alternate versions of himself to defend reality.
Why this is here
Characterization labels: average teen · bland protagonist · underqualified hero · reluctant hero · outsider · geeky kid · misfit team · alternate selves · young protagonist · heroic potential · reaction-driven lead
Semantic match: ranked by characterization
Distance: 0.1367
In a future where every word and gesture costs money, a fifteen-year-old’s silence sparks rebellion.
Why this is here
Characterization labels: reluctant hero · anxious protagonist · strong-willed heroine · average teen · silent protagonist · misfit allies · believable villain · ordinary-looking heroine
Semantic match: ranked by characterization
Distance: 0.1367
A football star and his tutor are pulled into a deadly alien conspiracy that upends everything they know about his past.
Why this is here
Characterization labels: football star · brainy tutor · adopted teen · likable protagonists · stereotyped teens · resourceful heroine · courageous hero · young adult voice · intelligent female protagonist · secretive parents
Semantic match: ranked by characterization
Distance: 0.1401
A teenage time traveler is swept into 18th-century missions, secrets, and a chaotic romance that keeps shifting under her feet.
Why this is here
Characterization labels: teen heroine · reluctant hero · love interest · sarcastic narrator · immature protagonist · arrogant suitor · comic sidekick · supportive best friend · secretive authority figures · antagonistic relatives · competent companion
Semantic match: ranked by characterization
Distance: 0.1529
A teen fleeing abuse joins an elite monster-fighting squad and discovers the human threats may be deadlier than the scrabs.
Why this is here
Characterization labels: reluctant hero · headstrong heroine · traumatized protagonist · flawed protagonist · competent underdog · broad ensemble · messy characters · teen soldiers · traitor character · abusive love interest · supportive teammate
Semantic match: ranked by characterization
Distance: 0.1553
A 17-year-old boarding a 1995 flight wakes in 2020 and must rebuild her life amid grief, fame, and changing loyalties.
Why this is here
Characterization labels: teen protagonist · reluctant hero · journalist · curious · naive · immature · rule-following · supportive side characters
Semantic match: ranked by characterization
Distance: 0.1564
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: 0.1572
A hypnotized teen’s ordinary talent-show day turns surreal when everyone else changes and technology stops making sense.
Why this is here
Characterization labels: average teenage boy · reluctant hero · smart kid · brave protagonist · strong-minded · flat characters · limited character development · supporting adults · teenage narrator
Semantic match: ranked by characterization
Distance: 0.1625
In the final SYLO adventure, Tucker and his friends face a hidden war, shocking truths, and a battle that may rewrite history.
Why this is here
Characterization labels: teen protagonist · reluctant leader · resourceful teen · smart teen · brave teen · group ensemble · loyal friend group · morally conflicted characters · traitor figure · strong female characters
Semantic match: ranked by characterization
Distance: 0.1635
Two teens trapped in a body-swap bond race to avert a comet disaster and find each other across time.
Why this is here
Characterization labels: teen protagonists · high school students · reluctant hero · determined heroine · supportive friends · wise elder · stubborn parent · self-actualization
Semantic match: ranked by characterization
Distance: 0.1657
A newly promoted hunter investigates sewer deaths and rising monster attacks while a citywide conspiracy closes in.
Why this is here
Characterization labels: teen heroine · competent protagonist · resourceful · independent · team player · reluctant leader · young adult protagonist · responsible · rational · self-reliant · strong female lead · Mary Sue (contested) · growth arc
Semantic match: ranked by characterization
Distance: 0.1658
A grieving, underestimated teen in Los Angeles discovers the 90s show he obsessed over is real—and dangerously unfinished.
Why this is here
Characterization labels: average teen · unlikely hero · grieving teen · depressed teen · relatable protagonist · outsider · underestimated · charming protagonist · supportive sidekick · overbearing father · emotionally abusive father · controlling parent · loyal best friend · supporting cast
Semantic match: ranked by characterization
Distance: 0.1664
