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Combine common axes
These books are ranked using the themes labels extracted for The 100.
Themes labels used: survival, love versus duty, guilt, second chances, trust, sacrifice, morality, coming of age, leadership, human nature, class inequality, social control
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A long-awaited alpha-wolf and psychic heroine romance unfolds amid pack politics, hidden power, and an escalating psychic war.
Why this is here
Themes labels: power and control · loyalty · trust · sacrifice · duty · love versus fear · coming of age · self-worth · maturity · prejudice · redemption · community · survival · identity · healing
Semantic match: ranked by themes
Distance: 0.0958
Split between a besieged superstore and a dangerous road trip, teen survivors race for safety in a toxic apocalypse.
Why this is here
Themes labels: survival · coming of age · family · loyalty · trust · human nature · resilience · fear · loss · hope · sacrifice · community · responsibility · moral compromise
Semantic match: ranked by themes
Distance: 0.0964
Banished outside her walled home, Ivy must survive the wilderness, face old lies, and choose where her loyalties truly lie.
Why this is here
Themes labels: survival · identity · self-discovery · independence · love versus duty · loyalty · sacrifice · forgiveness · betrayal · hope · community · morality · choice · coming of age
Semantic match: ranked by themes
Distance: 0.0965
A teen space refugee must survive a brutal multi-stage contest on Atlantis while love, politics, and war collide.
Why this is here
Themes labels: survival · identity · coming of age · class hierarchy · power and control · leadership · loyalty · courage · resilience · integrity · compassion · honor · self-assertion · love under pressure
Semantic match: ranked by themes
Distance: 0.0992
Trapped teens face gang rule, a deadly virus, and a desperate rescue in a brutal final school siege.
Why this is here
Themes labels: survival · power · social hierarchy · violence · moral collapse · isolation · loyalty · coming of age · choice · love vs duty · pregnancy · fate vs agency · dehumanization
Semantic match: ranked by themes
Distance: 0.1020
A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.
Why this is here
Themes labels: survival · sacrifice · humanity · moral choice · class divide · compassion · social injustice · loyalty · identity · preservation · trust · fear · change · responsibility
Semantic match: ranked by themes
Distance: 0.1039
In a sealed dystopian city, a group of chosen youths enters the Zone to face a deadly unknown and hidden power struggles.
Why this is here
Themes labels: survival · human nature · power and control · social hierarchy · class system · otherness · trust and betrayal · fear and courage · identity · moral ambiguity · political oppression · responsibility · hope
Semantic match: ranked by themes
Distance: 0.1045
In a dystopian YA finale, Saba must outwit a tyrant, protect her family, and face betrayal before time runs out.
Why this is here
Themes labels: survival vs morality · family loyalty · community · violence vs nonviolence · leadership · betrayal · sacrifice · choice · justice · love and trust · guilt · coming of age · humanity vs survival
Semantic match: ranked by themes
Distance: 0.1050
A teen joins a deadly cross-country race with a strange animal companion to win a cure for her dying brother.
Why this is here
Themes labels: love and sacrifice · survival · trust · courage · identity · coming of age · competition · morality under pressure · loyalty · choice under duress · desperation
Semantic match: ranked by themes
Distance: 0.1067
An 18-year-old wakes alone in a damaged cryosleep bunker after a comet apocalypse and must survive a changed world.
Why this is here
Themes labels: survival · resilience · hope · loss · rebuilding society · human nature · coming of age · trust · leadership · sacrifice · grief · isolation · moral compromise
Semantic match: ranked by themes
Distance: 0.1073
Two outcast friends flee a collapsing underground enclave, fighting monsters, old rules, and feelings they can’t deny.
Why this is here
Themes labels: survival · freedom · identity · social roles · class system · rebellion · community collapse · love under pressure · self-worth · adaptation · coming of age · choice · hope · trust
Semantic match: ranked by themes
Distance: 0.1076
In 2083 New York, a mob heir is blamed for a poisoned chocolate crime while trying to protect her family and heart.
Why this is here
Themes labels: family responsibility · loyalty · identity · coming of age · morality · choice · power · corruption · lawlessness · love vs duty · social scarcity · religion and morality · trust · loss · survival
Semantic match: ranked by themes
Distance: 0.1077
