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These books are ranked using the themes labels extracted for Obscura.
Themes labels used: memory loss, identity, addiction, grief, parental love, deception, paranoia, isolation, trust, medical ethics, survival, human nature, climate anxiety, social commentary, future of humanity, personhood, fear of losing control
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A liar joins a solo cave expedition on an alien planet and must survive a deadly descent with only one unstable voice above.
Why this is here
Themes labels: survival · isolation · claustrophobia · trust · deception · control · autonomy · bodily autonomy · trauma · grief · loneliness · dependency · obsession · sanity · paranoia · fear · identity · self-preservation · human selfishness · abandonment
Semantic match: ranked by themes
Distance: 0.0834
In a plague-ravaged UK, two teens search for truth and each other while survivors with strange powers are hunted.
Why this is here
Themes labels: survival · betrayal · secrets · guilt · grief · loneliness · identity · power · trust · truth · responsibility · control · morality · panic · loss · communication · science and ethics · difference · human connection · fear of contagion
Semantic match: ranked by themes
Distance: 0.0902
During a Portland zombie outbreak, a medicated student and her protective neighbor race for safety while hiding dangerous secrets.
Why this is here
Themes labels: survival · trust · vulnerability · mental illness · medication dependence · fear of losing control · love under pressure · secrecy · humanity in crisis · apocalypse preparedness · grief · loss · resilience · family destination · judgment · compassion
Semantic match: ranked by themes
Distance: 0.0907
After a doomsday-obsessed mother vanishes, her triplet daughters uncover a guide that sends them searching for the truth.
Why this is here
Themes labels: motherhood · survival · family secrets · trust · betrayal · forgiveness · climate change · political unrest · preparation · fear · love · loss · sisterhood · identity · grief · resilience · technology anxiety · paranoia · parental sacrifice
Semantic match: ranked by themes
Distance: 0.0933
A teenage survivor of killer rain hunts for her family and stumbles into an army secret that could change everything.
Why this is here
Themes labels: survival · hope · family · trust · betrayal · coming of age · identity · loss · grief · human nature · morality · self-preservation · friendship · love · government abuse · medical ethics · panic · isolation
Semantic match: ranked by themes
Distance: 0.0949
A teen trapped in a luxurious underground bunker starts uncovering lies that make him question his father, his family, and survival itself.
Why this is here
Themes labels: survival · truth and lies · deception · trust · family loyalty · control · isolation · paranoia · sanity · guilt · fear · moral dilemma · identity · coming of age · human desperation · human nature · secrecy · escape
Semantic match: ranked by themes
Distance: 0.0959
After a fatal collapse, a troubled woman wakes with чужие memories and must outrun danger to learn what’s real.
Why this is here
Themes labels: memory · identity · trauma · mental illness · paranoia · sanity · self-doubt · trust · grief · addiction · suicide · abuse · deception · truth-seeking · ethical science
Semantic match: ranked by themes
Distance: 0.0959
On a distant colony world, an engineer’s buried secret and worsening anxiety surface when a stranger arrives.
Why this is here
Themes labels: mental health · anxiety · OCD · hoarding · grief · guilt · secrecy · truth vs lie · community · isolation · religion vs science · faith · identity · trauma · colonialism · human nature · privacy · social control · utopia · loss
Semantic match: ranked by themes
Distance: 0.0964
A grieving streamer is trapped in a VR horror game where death resets everything except the killer’s obsession.
Why this is here
Themes labels: grief · mental health · fear · survival · identity · manipulation · conditioning · consent · trauma · obsession · possessiveness · trust · control · co-dependency · sanity · reality vs simulation · humanity of NPCs · memory · adaptation · connection · loss
Semantic match: ranked by themes
Distance: 0.0979
In a biotech-ravaged city, a scavenger shelters a strange living creature whose growth upends survival, trust, and identity.
Why this is here
Themes labels: personhood · humanity · identity · motherhood · parenthood · trust · survival · environmental collapse · corporate abuse · biotech ethics · adaptation · secrets · love · fear · memory
Semantic match: ranked by themes
Distance: 0.0983
A frightened linguist heads to Greenland to translate a thawed girl’s unknown language and uncover her brother’s death.
Why this is here
Themes labels: communication · translation · language loss · climate change · grief · trust · fear · isolation · survival · human connection · ethics of science · mental health · closure · identity · nature vs humanity
Semantic match: ranked by themes
Distance: 0.1001
A brother descends to a deep-sea research station amid a memory plague and finds the cure may be worse than the disease.
Why this is here
Themes labels: memory loss · fear of the unknown · claustrophobia · isolation · paranoia · madness · trauma · childhood fear · body horror · survival · dread · human frailty · despair · identity
Semantic match: ranked by themes
Distance: 0.1008
