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Combine common axes
These books are ranked using the themes labels extracted for Orange 5.
Themes labels used: friendship, regret, suicide prevention, mental health, depression, self-worth, communication, living without regrets, family, second chances, choice, responsibility, empathy, loneliness, time and consequence
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
Future letters push a shy high schooler and her friends to try to save a troubled boy and rewrite regret.
Why this is here
Themes labels: depression · suicide · mental health · fate · regret · friendship · love · loss · support systems · responsibility · self-worth · communication · stigma · choice · living intentionally · no regrets
Semantic match: ranked by themes
Distance: 0.0765
A shy high school girl gets letters from her future self warning her to change events and save a classmate.
Why this is here
Themes labels: regret · second chances · depression · suicide · friendship · love · support · growing up · adolescence · choices · consequences · risk taking · communication · change · helplessness · hope · salvation · mental health
Semantic match: ranked by themes
Distance: 0.0824
A woman in a library between life and death explores alternate versions of her life to confront regret and choose whether to live.
Why this is here
Themes labels: regret · life worth living · mental health · depression · suicide · choice · acceptance · self-worth · kindness · identity · purpose · grief · possibility · perspective · present moment · human connection
Semantic match: ranked by themes
Distance: 0.1067
A widowed woman is thrown back to her own high school year and must choose whether to change her past.
Why this is here
Themes labels: second chances · regret · choice and consequence · fate · free will · self-discovery · love · friendship · courage · commitment · loss · moving on · life balance · nostalgia · sacrifice · personal growth
Semantic match: ranked by themes
Distance: 0.1201
An experimental treatment sends a damaged man back through his own past, where each fix reshapes his future.
Why this is here
Themes labels: regret · redemption · free will · consequences · self-improvement · trauma · mental health · love · hope · fate · choice · what if · moral responsibility · personal growth · second chances
Semantic match: ranked by themes
Distance: 0.1204
A teen falls for a girl, loses her, and gets repeated chances to rewind time—at a cost to everyone else he loves.
Why this is here
Themes labels: grief · love · friendship · family · choices · consequences · fate · second chances · letting go · living in the present · sacrifice · loyalty · regret · selfishness · identity · race and representation
Semantic match: ranked by themes
Distance: 0.1219
A teen gets a magical do-over after cheating on her boyfriend, but changing one mistake scrambles everything.
Why this is here
Themes labels: second chances · regret · choice and consequence · fate · self-worth · growing up · love vs friendship · identity · change · mistakes
Semantic match: ranked by themes
Distance: 0.1256
A man dies at 43 and wakes up at 18 with his future memories intact, forced to relive and rethink his life.
Why this is here
Themes labels: regret · lost opportunities · mortality · acceptance · meaning of life · free will · choice and consequence · self-discovery · loneliness · love · loss · identity · time · happiness · second chances · live in the moment
Semantic match: ranked by themes
Distance: 0.1268
A bullied, grieving queer teen must decide whether to save the world when aliens give him 144 days and a red button.
Why this is here
Themes labels: depression · suicide · grief · self-worth · identity · meaning of life · nihilism · hope · love · bullying · mental health · family · abandonment · sexuality · choice · responsibility · survival · humanity
Semantic match: ranked by themes
Distance: 0.1301
A grieving husband follows his wife after a memory-erasing treatment, hoping to win back a love she no longer remembers.
Why this is here
Themes labels: memory · grief · love · loss · identity · trauma · forgiveness · self-discovery · choice · ethical dilemma · regret · letting go · recovery · marriage · friendship · motherhood · postpartum depression · abandonment · hope
Semantic match: ranked by themes
Distance: 0.1328
A 40-year-old woman wakes up in her 16-year-old body and gets a chance to revisit her life and her dying father.
Why this is here
Themes labels: grief · regret · mortality · appreciation · life choices · memory · time · acceptance · parenthood · aging · missed chances · self-trust · hope · love · letting go · present-mindedness
Semantic match: ranked by themes
Distance: 0.1345
As a virus turns New York into a zombie outbreak, Cassie and her friends flee for survival, safety, and second chances.
Why this is here
Themes labels: survival · friendship · love · family · grief · second chances · growth · self-discovery · resilience · hope · faith · humanity · loyalty · community · overcoming guilt · preparation · loss · camaraderie
Semantic match: ranked by themes
Distance: 0.1348
