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Combine common axes
These books are ranked using the themes labels extracted for Dreamcatcher.
Themes labels used: friendship, memory, loss, loyalty, trauma, pain, childhood, adulthood, identity, survival, good and evil, fear, humanity, empathy, difference, corruption, government overreach, disability, mortality, sacrifice
Focused on “trust” 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 prequel set in zombie-ravaged London, following kids whose desperate survival tests friendship, fear, and hope.
Why this is here
Themes labels: survival · loss · death · friendship · humanity · bravery · fear · violence · trauma · memory · moral compromise · trust · leadership · sacrifice · hope · grief · sanity
Semantic match: ranked by themes
Distance: 0.0812
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: 0.0832
A solar super flare brings chaos as four damaged lives collide around a murder, missing children, and a collapsing world.
Why this is here
Themes labels: survival · justice · injustice · vengeance · hope · perseverance · family loyalty · trauma · memory loss · identity · parenthood · love · friendship · human condition · morality · trust · betrayal · resilience · resourcefulness · collapse
Semantic match: ranked by themes
Distance: 0.0909
A teen girl bound to a demon must survive a cosmic collapse and help uncover a revenge-driven secret plan.
Why this is here
Themes labels: depression · sacrifice · revenge · secrets · identity · belonging · trauma · love · friendship · trust · choice · survival · power · corruption · faith · good vs evil ambiguity · memory · loss · agency
Semantic match: ranked by themes
Distance: 0.0951
A slum thief hunts her brother’s killer in a vast city of secrets, grief, and political intrigue.
Why this is here
Themes labels: grief · loss · family · loyalty · friendship · survival · poverty · class inequality · power · corruption · identity · self-discovery · morality · colonialism · betrayal · trust · political upheaval · memory · sacrifice · human longings
Semantic match: ranked by themes
Distance: 0.0962
Sienna races to stop Omega’s hidden plot while the battle for the Directorate turns personal, brutal, and devastating.
Why this is here
Themes labels: trust · betrayal · loss · grief · revenge · trauma · power · identity · acceptance · sacrifice · friendship · loyalty · survival · alienation · good versus evil
Semantic match: ranked by themes
Distance: 0.0970
A teen survivor and a defective alien soldier forge an uneasy bond after Earth is invaded, turning survival into trust.
Why this is here
Themes labels: survival · humanity · grief · loss · love · prejudice · racism · identity · belonging · trauma · forgiveness · trust · loyalty · hope · mourning · defection · free will · morality · emotional intimacy
Semantic match: ranked by themes
Distance: 0.0984
A teen mecha team faces apocalyptic threats while buried secrets, trauma, and shifting bonds push everyone to breaking point.
Why this is here
Themes labels: trauma · depression · abandonment · fear · duty · sacrifice · survival · identity · loneliness · coming of age · trust · agency · parental neglect · emotional breakdown · moral conflict · self-worth · human connection · apocalypse · redemption · rebirth
Semantic match: ranked by themes
Distance: 0.0987
A traumatized teen and her allies race to expose a government cover-up while balancing power, trust, and love.
Why this is here
Themes labels: freedom · corruption · government control · trust · forgiveness · sacrifice · grief · loss · hope · identity · coming of age · resistance · friendship · family · choice · fear · memory · normalcy · prejudice · power
Semantic match: ranked by themes
Distance: 0.0989
In a shattered multiverse, Janelle races against five days to stop kidnappings, clear Ben’s name, and save everyone she loves.
Why this is here
Themes labels: survival · trust · grief · loss · trauma · loyalty · duty · protecting others · identity · forgiveness · moral ambiguity · corruption · human trafficking · government corruption · consequences · resilience · hope · rebuilding · good vs evil · choice
Semantic match: ranked by themes
Distance: 0.0997
A paranormal team battles a spreading frog plague while one member’s mysterious past and the team’s grief come to a head.
Why this is here
Themes labels: grief · death · mourning · humanity · good vs evil · loss · identity · belonging · friendship · teamwork · trust · resurrection · power and corruption · apocalypse · secrets · memory · sacrifice
Semantic match: ranked by themes
Distance: 0.1020
A sheltered hybrid boy leaves the woods with a dangerous guardian in a bleak post-plague world.
Why this is here
Themes labels: survival · innocence · trust · betrayal · parenting · isolation · fear of difference · otherness · hope · morality · coming of age · loss · compassion · human cruelty · identity
Semantic match: ranked by themes
Distance: 0.1031
