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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 “responsibility” 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.
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
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 scientist’s pursuit of life beyond death unleashes a tragic chain of responsibility, rejection, and ruin.
Why this is here
Themes labels: ambition · responsibility · morality · humanity · alienation · loneliness · rejection · nature vs nurture · prejudice · class · ethics · science and ethics · knowledge and consequences · love and belonging · identity · grief · obsession · isolation · social judgement
Semantic match: ranked by themes
Distance: 0.1134
A human bride-program liaison confronts an alien penal colony warden—and discovers danger, banter, and desire.
Why this is here
Themes labels: trust · safety · loneliness · belonging · protection · communication · miscommunication · responsibility · duty · advocacy · community · cultural difference · prejudice · caregiving · mutual respect
Semantic match: ranked by themes
Distance: 0.1137
Five new college students hide a dangerous secret while training to become certified superheroes.
Why this is here
Themes labels: prejudice · control · identity · self-discovery · responsibility · coming of age · trust · belonging · class hierarchy · secrecy · friendship · growth · adversity · power and status · gender bias
Semantic match: ranked by themes
Distance: 0.1156
Marooned at the universe’s edge, a ragtag Sentinel crew races to get home before starvation, enemies, and politics finish them off.
Why this is here
Themes labels: survival · duty · leadership · belonging · identity · responsibility · sacrifice · trust · grief · trauma · political corruption · resistance · community · hope · human connection · self-worth
Semantic match: ranked by themes
Distance: 0.1162
A rebooted Superman faces alien attacks, media scrutiny, and a city that no longer trusts its hero.
Why this is here
Themes labels: belonging · acceptance · identity · legacy · modernity · public opinion · heroism · truth · justice · ethics · alienation · loneliness · responsibility · social justice · trust · humanity · image management · media power
Semantic match: ranked by themes
Distance: 0.1168
Two rediscovered Octavia E. Butler stories explore alien hierarchy and telepathic power in stark, thought-provoking worlds.
Why this is here
Themes labels: hierarchy · power · race · class · gender · oppression · consent · communication · relationships · loneliness · survival · social conditioning · violence · intolerance · mentorship · responsibility · change · colorism · racism · wealth disparity · assimilation versus separatism
Semantic match: ranked by themes
Distance: 0.1179
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
