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Combine common axes
These books are ranked using the characterization labels extracted for Léviathan, tome 1.
Characterization labels used: teen protagonists, students, teachers, salvagers, maintenance robot, panicked survivors, paranoid characters, morally compromised characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A school train trip turns into a nightmare when a tunnel collapse traps three teens underground with no clear way out.
Why this is here
Characterization labels: teen protagonists · school students · fragile sanity · protective lead · unhinged survivor · helpless victim · reactive character · survival instincts · psychological deterioration · flat characters
Semantic match: ranked by characterization
Distance: 0.0873
An amnesiac teen follows clues in his backpack to uncover his identity, and a secret experiment tied to his forgotten past.
Why this is here
Characterization labels: teen protagonist · hacker · naive protagonist · resourceful protagonist · suspicious protagonist · helpful girl · antagonists · flat secondary characters · moral ambiguity
Semantic match: ranked by characterization
Distance: 0.1266
Two teens enter patients’ nightmares to cure fear, but a new case and hidden secrets threaten their fragile team.
Why this is here
Characterization labels: teen protagonists · scientist mentor · adopted child · amnesiac protagonist · disabled protagonist · brave · curious · secretive adults · troubled children
Semantic match: ranked by characterization
Distance: 0.1312
A masked high schooler wakes in a human meat facility and fights to escape a nightmare of gore, secrets, and monsters.
Why this is here
Characterization labels: teen protagonist · survivor · violent ally · morally ambiguous characters · disturbed characters · scientific genius · childlike brutality · photographic memory
Semantic match: ranked by characterization
Distance: 0.1334
A coerced teen enters a terrifying secret school where studying remakes reality, identity, and the self.
Why this is here
Characterization labels: teenage protagonist · gifted student · reluctant student · domineering mentor · scary teachers · morally grey characters · isolated protagonist · resilient heroine · authoritarian authority figures
Semantic match: ranked by characterization
Distance: 0.1359
After escaping a deadly outbreak, three survivors are trapped in space and hunted for the power the contagion left behind.
Why this is here
Characterization labels: teen protagonists · survivor characters · imprisoned captives · scientific test subjects · resilient · flawed · rash · caring · cautious · caretaker · medic-intern · new ally · superpowered
Semantic match: ranked by characterization
Distance: 0.1359
A teen stuck in a summer time loop finds another trapped soul, and together they hunt for the day’s tiny perfect moments.
Why this is here
Characterization labels: teen protagonist · male protagonist · female lead · lonely characters · curious characters · awkward teens · self-contained protagonist · reflective character arc
Semantic match: ranked by characterization
Distance: 0.1383
A grieving teen returns to a remote island funeral and is trapped in a deadly time loop of shadows, secrets, and murder.
Why this is here
Characterization labels: teen protagonist · college student · returning home · investigative protagonist · impulsive character · expressive characters · trustworthy/untrustworthy ambiguity · foster sibling dynamics
Semantic match: ranked by characterization
Distance: 0.1400
Three teens on a paper route are trapped by the first day of a zombie outbreak and must survive long enough to escape.
Why this is here
Characterization labels: teen protagonists · young adults · relatable characters · human reactions · multi-dimensional characters · meta-aware characters · ordinary kids · injured character · infected character
Semantic match: ranked by characterization
Distance: 0.1401
In a ruined future where children vanish at fourteen, escaped teens join a mysterious AI-led resistance.
Why this is here
Characterization labels: teen protagonists · mysterious mentor · AI character · morally ambiguous guardian · rebellious youth · survivor protagonist · battle-hardened leader · eccentric character · cynical character · resourceful characters
Semantic match: ranked by characterization
Distance: 0.1411
A sheltered teen crosses a ruined city with a robot companion to save her dying pet and confront what humanity means.
Why this is here
Characterization labels: teen protagonist · female protagonist · hopeful protagonist · optimistic protagonist · isolated protagonist · protective father · robot companion · dying pet · survivor · compelling characters · underdeveloped characters · mysterious past · emotionally driven
Semantic match: ranked by characterization
Distance: 0.1431
A traumatized teen stockpiles for disaster, then must survive a deadly flu outbreak while her town falls apart.
Why this is here
Characterization labels: anxious protagonist · paranoid protagonist · germaphobe · hoarder · resourceful teen · withdrawn teen · survivor arc · pessimistic protagonist · likable love interest · levelheaded character · traumatized teen
Semantic match: ranked by characterization
Distance: 0.1432
