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Combine common axes
These books are ranked using the characterization labels extracted for The New World.
Characterization labels used: teen protagonist, stubborn teen, fearful protagonist, survival skills, intelligent heroine, emotional vulnerability, normal teen life, protective parents, settler child
Focused on “tough heroine” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A Breton teen survivor follows a cryptic message, a family prophecy, and a deadly mission toward Paris after a virus wipes out most of humanity.
Why this is here
Characterization labels: teen protagonist · female protagonist · resourceful heroine · tough heroine · solitary character · determined character · mature teen · badass heroine · guardianship · mystical guide
Semantic match: ranked by characterization
Distance: 0.1345
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: 0.1057
When giant butterfly-like creatures swarm her town, an anxious teen must help her siblings and friends survive at home.
Why this is here
Characterization labels: anxious protagonist · capable heroine · teen survivors · siblings · toddler caregiver · resourceful teens · capable under pressure · traumatized youth · ordinary teens
Semantic match: ranked by characterization
Distance: 0.1092
In a post-apocalyptic dictatorship, a teen girl is forced into a televised death contest that ignites rebellion.
Why this is here
Characterization labels: strong heroine · teen protagonist · survivalist · resourceful · protective sister · reluctant hero · self-sacrificing · guarded emotions · morally complex · traumatized protagonist · symbolic heroine · strategic ally
Semantic match: ranked by characterization
Distance: 0.1132
A teen and his family flee a fast-moving plague that melts living things—and seems to think for itself.
Why this is here
Characterization labels: teen protagonist · younger sister · protective mother · absent father · resourceful hero · reluctant leader · survivor group · bullied outsider · rebellious girl · jerk antagonist · cynical adult
Semantic match: ranked by characterization
Distance: 0.1133
A teen girl survives a rain-born apocalypse and crosses England seeking her father while water becomes deadly.
Why this is here
Characterization labels: teen protagonist · immature protagonist · shallow protagonist · self-centered protagonist · bratty protagonist · unlikeable protagonist · realistic teen voice · strong female lead · survival-inexperienced · character growth (mixed) · determined survivor
Semantic match: ranked by characterization
Distance: 0.1136
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: 0.1141
A short prequel comic follows teenage Ellie’s first steps beyond the walls as she befriends Riley and meets the Fireflies.
Why this is here
Characterization labels: teen protagonist · troubled teen · rebellious · survivalist · vulnerable · snarky · resourceful · female friendship · young rebel · complex leader
Semantic match: ranked by characterization
Distance: 0.1145
An epileptic Hawaiian teen and her father fight to get home when a global blackout traps them on the islands.
Why this is here
Characterization labels: teen heroine · epileptic protagonist · outsider · biracial protagonist · survivalist · smart heroine · strong heroine · resourceful father · protective parent · well-developed characters · believable characters · mature teen · courage under pressure · identity struggle · self-acceptance
Semantic match: ranked by characterization
Distance: 0.1154
A sheltered young meta-human faces war, betrayal, and a painful reckoning with her family and powers.
Why this is here
Characterization labels: teen heroine · sassy protagonist · resilient heroine · abused child · sheltered upbringing · powerful but uncontrolled · emotionally guarded · snarky protagonist · moral uncertainty · betrayed protagonist
Semantic match: ranked by characterization
Distance: 0.1176
A hunted teen who sees death dates must protect his family when a child’s altered power draws ruthless people in.
Why this is here
Characterization labels: teen protagonist · young parent · pregnant heroine · gifted child · villainous antagonist · government target · protective father · fugitive · matured characters · flawed characters · character growth · strong mother
Semantic match: ranked by characterization
Distance: 0.1230
On the run after being branded an outcast, a teen must expose a brutal system before it destroys everyone she loves.
Why this is here
Characterization labels: strong heroine · teen protagonist · fugitive · reluctant leader · character growth · smart protagonist · brave protagonist · morally conflicted · supportive family · careful planner
Semantic match: ranked by characterization
Distance: 0.1239
