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Combine common axes
These books are ranked using the themes labels extracted for Glitches.
Themes labels used: belonging, identity, memory loss, otherness, disability, body autonomy, humanity, self-worth, discrimination, family rejection, grief, resilience, kindness, dehumanization, acceptance
Focused on “friendship” 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 lonely alien studies Earth and finds unexpected comfort, friendship, and life lessons among talking creatures.
Why this is here
Themes labels: loneliness · belonging · identity · self-acceptance · love · friendship · death · grief · sadness · happiness · art · meaning · humanity · existentialism · growth · acceptance · memory · purpose · self-reflection
Semantic match: ranked by themes
Distance: 0.0950
A stranded alien and a space-obsessed human fall for each other after their online friend group meets at a sci-fi con.
Why this is here
Themes labels: belonging · loneliness · acceptance · identity · outsiderhood · friendship · chosen family · healing · consent · misunderstanding · self-worth · being yourself · connection · community · alienation · sexuality · neurodiversity · privacy · trust
Semantic match: ranked by themes
Distance: 0.1015
Two middle-school boys start losing their memories to each other and must uncover the strange link before they lose themselves.
Why this is here
Themes labels: grief · memory · identity · guilt · loss · human connection · friendship · family dynamics · belonging · self-acceptance · healing · empathy · responsibility
Semantic match: ranked by themes
Distance: 0.1033
Eva travels to a human city that should be home, only to uncover hidden truths and a bigger fight ahead.
Why this is here
Themes labels: identity · belonging · home · family · friendship · compassion · empathy · environmentalism · growing up · truth and justice · acceptance · grief · death · moral choice · individuality · community · social control · species equality · conformity · self-trust
Semantic match: ranked by themes
Distance: 0.1048
A gentle gothic retelling of Frankenstein follows a created boy who leaves his castle home to save his friend and learn what makes a person.
Why this is here
Themes labels: acceptance · difference · diversity · humanity · empathy · kindness · friendship · grief · loss · death · identity · belonging · prejudice · appearance vs character · outsiderhood · bullying · ableism · social exclusion · what makes a person · ethics of science · morality · self-discovery · purpose · resilience · forgiveness · courage · truth · accepting self
Semantic match: ranked by themes
Distance: 0.1074
An angry, lonely teen who believes he was abducted by aliens meets someone who may help him escape Earth.
Why this is here
Themes labels: alienation · belonging · loneliness · identity · self-acceptance · abandonment · alcoholism · depression · grief · trauma · friendship · empathy · choice · escape · hope · humanity · reality vs belief · illusion vs truth · adolescence · social cruelty · outsiderhood
Semantic match: ranked by themes
Distance: 0.1074
Two orphaned twins join a skyship expedition to uncover the truth behind their father’s death and clear his name.
Why this is here
Themes labels: grief · loss · truth · justice · family · found family · friendship · bravery · identity · self-worth · resilience · belonging · teamwork · gender roles · disability representation
Semantic match: ranked by themes
Distance: 0.1087
An alien meant to spend a month as a human on Earth accidentally lands in a cat’s body and finds a friend.
Why this is here
Themes labels: belonging · identity · home · family · friendship · self-acceptance · difference · humanity · love · sacrifice · loneliness · acceptance · individuality · being yourself · life lessons
Semantic match: ranked by themes
Distance: 0.1089
A lonely boy grows up amid disappearances and family secrets, chasing clues to his grandfather and a possible other world.
Why this is here
Themes labels: grief · loss · mental illness · loneliness · identity · belonging · disconnection · trauma · family dysfunction · reality vs delusion · memory · transformation · isolation · otherness · hope
Semantic match: ranked by themes
Distance: 0.0900
After a devastating loss, a cyborg heroine throws herself into a brutal futuristic sport while her guardian searches for her.
Why this is here
Themes labels: grief · identity · memory · humanity · body autonomy · selfhood · loss · independence · violence · freedom · class divide · social inequality · technology and personhood · fate · escape
Semantic match: ranked by themes
Distance: 0.0916
Seven Korean speculative stories explore space, aliens, and future tech through intimate questions of identity, grief, and connection.
Why this is here
Themes labels: humanity · identity · belonging · connection · loneliness · grief · loss · memory · motherhood · parenthood · classism · misogyny · discrimination · bioethics · eugenics · transhumanism · empathy · legacy · imperfection · hope · melancholy · technological progress · limits of science · moral choice · utopia · alienness · translation of emotions
Semantic match: ranked by themes
Distance: 0.0936
Max must confess her true origin and face alternate realities while fighting to get back to the Chloe she lost.
Why this is here
Themes labels: identity · alternate selves · consequences · grief · memory · choice · acceptance · belonging · letting go · self-expression · truth · connection across realities · fate · mourning · living on
Semantic match: ranked by themes
Distance: 0.0970
