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Combine common axes
These books are ranked using the characterization labels extracted for Zombie Rules.
Characterization labels used: teen protagonist, prepper mentor, Vietnam veteran, bullied teen, genius protagonist, resourceful survivor, proactive hero, male gaze, hormonal teen, old soul, feisty girl, helpless female characters, competent survivor, depressed teen, traumatized survivor
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen survivor and a silent toddler navigate a silent, monster-filled world, then uncover dangerous secrets in a refuge.
Why this is here
Characterization labels: resourceful heroine · kick-ass heroine · smart protagonist · resilient survivor · traumatized teen · protective caretaker · mature child character · toddler companion · rebellious protagonist · inquisitive heroine · flawed heroine · paranoid survivor
Semantic match: ranked by characterization
Distance: 0.1237
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: 0.1265
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: 0.1277
Two teen boys in a ruined America fall in love while hiding secrets, outrunning danger, and chasing a possible cure.
Why this is here
Characterization labels: teen protagonists · lonely survivor · resourceful survivor · mechanically skilled · tinkerer · courier · mission-oriented · grieving · traumatized · fearful · brave · protective · kind-hearted · flawed · emotionally guarded · naive · relatable · lovable
Semantic match: ranked by characterization
Distance: 0.1299
A sheltered teen leaves his bunker after disaster and must survive a monster-haunted wasteland and a spreading virus.
Why this is here
Characterization labels: teen protagonist · inexperienced protagonist · resourceful protagonist · angsty teenager · young male lead · coming-of-age hero · former raider · sympathetic survivor · scientist father
Semantic match: ranked by characterization
Distance: 0.1304
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: 0.1311
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: 0.1342
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: 0.1366
Fresh out of Furnace, Alex and his friends are hunted through a locked-down city as a new plague turns the streets into a nightmare.
Why this is here
Characterization labels: teen protagonist · former delinquent · brave protagonist · determined protagonist · resourceful survivor · mutating protagonist · friend trio · male ensemble · menacing antagonist · monsterized enemy · supportive ally · new female character
Semantic match: ranked by characterization
Distance: 0.1381
Two young women flee a barricaded safe zone, surviving zombies, grief, and a troubling transformation.
Why this is here
Characterization labels: teenage girls · young women · survivors · grieving protagonist · guilt-ridden protagonist · mentally ill protagonist · hallucinating protagonist · infected character · transformation arc · resourceful survivor · snarky character · emotion-driven characters · female protagonists
Semantic match: ranked by characterization
Distance: 0.1382
A lone survivor must enter a brutal prison colony to rescue a child and uncover who can stop the outbreak.
Why this is here
Characterization labels: teen survivor · resourceful heroine · kickass heroine · single-minded protagonist · reckless protagonist · protective ally · male guardian · scientist villain · serial predator · corrupt authority · broken survivor · strong female lead
Semantic match: ranked by characterization
Distance: 0.1383
After world-shaking earthquakes, four teens race to survive as ordinary people become murderous, rage-filled hunters.
Why this is here
Characterization labels: teen protagonists · survivors · guilt-ridden survivor · strong female lead · leader figure · cowardly character · enigmatic character · mysterious stranger · hunted survivors · morally conflicted characters · traumatized teens · resourceful characters · unaffected immune characters · violent antagonists · intelligent antagonists
Semantic match: ranked by characterization
Distance: 0.1398
