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Combine common axes
These books are ranked using the themes labels extracted for The Goblin Emperor.
Themes labels used: kindness, compassion, justice, belonging, loneliness, grief, prejudice, racism, power and responsibility, leadership, maturity, identity, survival, trust, courtesy, marginalization, social class, gender roles, redemption, civility, ethical rule
Focused on “love vs duty” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
Reunited after months apart, Aria and Perry must fight tribal distrust, storm danger, and divided loyalties to survive.
Why this is here
Themes labels: survival · leadership · belonging · sacrifice · trust · love vs duty · identity · community · prejudice · loyalty · hope · self-respect
Semantic match: ranked by themes
Distance: 0.1081
A human lawyer accused of murder is held by an alien commander whose duty collides with desire and empire politics.
Why this is here
Themes labels: justice · innocence · survival · trust · redemption · identity · belonging · power · loyalty · prejudice · social roles · gender roles · fertility
Semantic match: ranked by themes
Distance: 0.0782
A young man with a bioengineered body goes undercover for the resistance and falls for the official’s daughter.
Why this is here
Themes labels: humanity · identity · redemption · hope · prejudice · discrimination · social inequality · morality · bioethics · medical ethics · freedom · citizenship · belonging · love vs duty
Semantic match: ranked by themes
Distance: 0.1151
A hot-tempered star is punished by becoming a dog on Earth, where he must uncover a lost object and his own truth.
Why this is here
Themes labels: redemption · innocence · powerlessness · love · loss · hope · betrayal · identity · belonging · kindness · injustice · growth · compassion toward animals · prejudice · class tension · race tension · parental absence · human cruelty · self-knowledge · duty
Semantic match: ranked by themes
Distance: 0.1007
In a zombie-haunted fortress, survivors must expand, resupply, and fend off both the dead and the living.
Why this is here
Themes labels: survival · community · grief · trauma · loss · resilience · leadership · morality · justice · prejudice · identity · sexuality · gender roles · family after disaster · trust · human cruelty · hope
Semantic match: ranked by themes
Distance: 0.1026
A lucky outsider enters a power academy where cosmic abilities, rivalries, and a looming war reshape her future.
Why this is here
Themes labels: identity · self-discovery · belonging · trust · friendship · loyalty · prejudice · power and responsibility · survival · social division · politics · equality · trauma · luck vs effort · acceptance
Semantic match: ranked by themes
Distance: 0.1046
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
Themes labels: judgment · prejudice · human rights · compassion · morality · justice · identity · freedom · trust · resistance · self-acceptance · power abuse · discrimination · conformity · personal responsibility
Semantic match: ranked by themes
Distance: 0.1062
A revitalized teen zombie joins her team on a dangerous escort mission, only to find human cruelty waiting at the safe haven.
Why this is here
Themes labels: racism · prejudice · survival · morality · human nature · identity · loyalty · safety vs honor · societal collapse · good vs evil · hope · responsibility · trauma · family legacy · trust · othering
Semantic match: ranked by themes
Distance: 0.1065
An abandoned android watchmaker and a privileged student uncover a dangerous academy mystery and a surprising friendship.
Why this is here
Themes labels: friendship · belonging · loneliness · acceptance · difference · equality · social justice · class privilege · power dynamics · discrimination · oppression · homelessness · hope · kindness · diversity · community · loyalty · self-worth · inclusivity
Semantic match: ranked by themes
Distance: 0.1073
Two fearless girls help an injured mythic raptor, triggering new bonds, secrets, and future storylines in their family world.
Why this is here
Themes labels: kindness · faith · love · protectiveness · innocence · courage · family · duty · karma · legacy · change · gender roles
Semantic match: ranked by themes
Distance: 0.1076
In a nuclear-scarred future, a human defender and an enhanced outsider must trust each other to survive a new war.
Why this is here
Themes labels: trust · survival · trauma · hope · community · prejudice · betrayal · cooperation · identity · humanity · marginalization · power and control · redemption · healing · loyalty · sacrifice · free will · belonging
Semantic match: ranked by themes
Distance: 0.1083
A homicide detective hunts a serial organ-harvesting killer while her career and identity come under threat.
Why this is here
Themes labels: identity · duty · loyalty · justice · class inequality · corruption · power abuse · career identity · vulnerability · grief · trust · moral ethics · humanity · social neglect · love as support
Semantic match: ranked by themes
Distance: 0.1083
