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Combine common axes
These books are ranked using the themes labels extracted for When You Reach Me.
Themes labels used: growing up, friendship, family, sacrifice, loss, memory, trust, perspective shift, selfishness, empathy, small acts, coming of age, time, time and change, racism, class, homelessness, single motherhood, bullying, violence, self-sacrifice, reading
Focused on “class differences” 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 girl’s ordinary summer visit becomes a race through time when she lands one year ahead and finds her best friend’s life changed.
Why this is here
Themes labels: friendship · family · loss · grief · fate · time · choice · regret · growing up · appreciation · present moment · change · consequences · identity · self-confidence
Semantic match: ranked by themes
Distance: 0.1228
Five friends chase a secret mission at a coastal cave and stumble into a dangerous other world that changes everything.
Why this is here
Themes labels: growing up · friendship · lies · secrets · grief · loss · mental health · depression · self-harm · abuse · domestic violence · identity · change · responsibility · survival · choice and consequence
Semantic match: ranked by themes
Distance: 0.1239
A bookish teen in a mountain town wakes changed, craving blood, and must uncover what’s happening before it consumes her.
Why this is here
Themes labels: identity · transformation · self-discovery · loss of control · grief · trauma · coming of age · hunger · desire · morality · survival · forgiveness · family bonds · friendship · change · humanity · loss of innocence · responsibility · secrecy · belonging
Semantic match: ranked by themes
Distance: 0.1251
Four lifelong friends on an annual Maine hunting trip are drawn into an alien invasion that tests their bond and minds.
Why this is here
Themes labels: friendship · memory · loss · loyalty · trauma · pain · childhood · adulthood · identity · survival · good and evil · fear · humanity · empathy · difference · corruption · government overreach · disability · mortality · sacrifice
Semantic match: ranked by themes
Distance: 0.1271
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: 0.1272
A struggling single mother slips between 1970s California and a fog-bound 1906 farm community, torn between two homes.
Why this is here
Themes labels: belonging · home · motherhood · sacrifice · time · loss · longing · nostalgia · identity · personal growth · acceptance · community · social change · simple living · family conflict · love · tradeoffs · future shock · memory
Semantic match: ranked by themes
Distance: 0.1281
A grieving middle-aged sorcerer-in-training seeks power and revenge in a transformed world that no longer remembers her daughter.
Why this is here
Themes labels: grief · trauma · memory · survivor guilt · healing · forgiveness · identity · self-discovery · agency · power · change · inheritance · coming of age · late blooming · motherhood · moral reckoning · sexual violence · patriarchy · ageism · sexism · community memory · forgetting · restoration · redemption
Semantic match: ranked by themes
Distance: 0.1307
When suburban kids find a dead superhero in the woods, their secret upends friendship, loyalty, and growing up.
Why this is here
Themes labels: coming of age · loss of innocence · friendship · loss · grief · mortality · secrets · power · responsibility · identity · adolescence · bullying · family dysfunction · hero worship · moral choice · fear and panic
Semantic match: ranked by themes
Distance: 0.1320
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: 0.1339
A lonely girl finds a mysterious cinema and is drawn into time travel to uncover family truths and face her loss.
Why this is here
Themes labels: loss · grief · hope · memory · identity · growing up · self-acceptance · family wounds · returning home · forgiveness · truth-seeking · loneliness · courage · choice · time and change
Semantic match: ranked by themes
Distance: 0.1342
A teen math prodigy with leukemia and a D&D friend group gets pulled into a time-travel mystery that could save a girl.
Why this is here
Themes labels: friendship · mortality · coming of age · grief · choice and consequence · fate · identity · memory · adolescence · living with illness · self-sacrifice · love · courage · physics and free will
Semantic match: ranked by themes
Distance: 0.1344
Two brothers chase a way to restore their bodies while uncovering a vast alchemical conspiracy.
Why this is here
Themes labels: family · sacrifice · perseverance · grief · trauma · guilt · identity · equivalent exchange · life and death · morality · responsibility · memory · self-sufficiency · trust · coming of age
Semantic match: ranked by themes
Distance: 0.1347
