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When You Reach Me

Rebecca Stead

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for When You Reach Me. Books rank higher when they are close on every selected axis.

Characterization labels used: twelve-year-old girl, observant child, thoughtful protagonist, smart protagonist, believable kids, realistic children, complex characters, nuanced character arcs, petty friendships, single mother household, supportive adults, childhood innocence, maturing protagonist

Relationships labels used: friendship, female friendship, best friends, friendship rupture, mother-daughter, single parent family, mother's boyfriend, classroom relationships, community ties, romance crushes, peer conflict

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

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A Year Without Autumn

Liz Kessler · 2011

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

Characterization labels: twelve-year-old protagonist · outgoing best friend · quiet protagonist · ordinary girls · maturing protagonist · smart protagonist

Relationships labels: female friendship · best friends · family bonds · parent-child tensions · sibling relationship · friendship strain · community ties

Semantic match: ranked by characterization + relationships

Distance: 0.0892

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Space Boy Volume 2

Stephen McCranie · 2018 · Space Boy

A hopeful teen from a space colony navigates Earth school life while drawn to a strange, flavorless boy with secrets.

Why this is here

Characterization labels: relatable teen · curious heroine · hopeful protagonist · mysterious boy · nihilistic character · emotionally withdrawn · strange boy · supportive friend group · new kid

Relationships labels: friendship · new friendship · best friends · crush · one-sided crush · romantic tension · family support · parent-child conflict · mentor link · peer connection · cross-cultural friendship

Semantic match: ranked by characterization + relationships

Distance: 0.1339

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Things Not Seen

Andrew Clements · 2004 · Things

A 15-year-old boy wakes up invisible and teams with a blind girl while his family races to explain and reverse it.

Why this is here

Characterization labels: teen protagonist · relatable teen · sarcastic teen · angsty teen · physicist parent · blind girl · independent girl · supportive parents · smart parent · quick-thinking protagonist · emotionally controlled narrator · mature growth arc

Relationships labels: friendship · crush · romantic tension · parent-child · peer connection · interdependence · trust · family strain · allyship · caregiver concern

Semantic match: ranked by characterization + relationships

Distance: 0.1353

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The Gauntlet

Karuna Riazi · 2017 · The Gauntlet

A Bangladeshi-American girl and her friends must survive a living board game to rescue her brother and escape forever.

Why this is here

Characterization labels: twelve-year-old protagonist · smart protagonist · brave protagonist · resourceful protagonist · headstrong protagonist · compassionate protagonist · strong female lead · younger brother · best-friends trio

Relationships labels: sibling bond · older sister younger brother · friendship trio · family dynamics · teamwork · camaraderie · community · strained friendships · interdependence

Semantic match: ranked by characterization + relationships

Distance: 0.1400

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Spell Robbers

Matthew J. Kirby · 2014 · The Quantum League

A boy at a fake science camp discovers reality-bending powers and gets pulled into a secret war over them.

Why this is here

Characterization labels: 12-year-old protagonist · new kid · smart kid · stubborn · independent · skeptical protagonist · protective son · prodigy · morally conflicted adults · rogue agent

Relationships labels: mother-son relationship · friendship · best friends · mentor-student · caretaker child · parent-child separation · trust issues · betrayal · rival organizations

Semantic match: ranked by characterization + relationships

Distance: 0.1431

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Paper Girls: The Complete Story

Brian K. Vaughan · 2021 · Paper Girls

Four 12-year-old newspaper delivery girls are swept into a chaotic time-travel mystery that tests friendship and identity.

Why this is here

Characterization labels: twelve-year-olds · preteen protagonists · female ensemble · strong female characters · spunky · dynamic · outsiders · adolescents · adult selves · queer characters

Relationships labels: friendship · female friendship · burgeoning friendships · teamwork · sapphic romance · queer romance · mentor-like older women · rivalry · trust issues · generational conflict

Semantic match: ranked by characterization + relationships

Distance: 0.1446

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The Age of Miracles

Karen Thompson Walker · 2012

As Earth’s days lengthen unpredictably, an 11-year-old girl navigates family strain, first love, and a quietly unfolding apocalypse.

Why this is here

Characterization labels: preteen protagonist · lonely girl · misfit · thoughtful heroine · ordinary girl · shy · relatable protagonist · family-centered · parents in strain · best friend dynamics

Relationships labels: parent-child conflict · parental marriage strain · first love · friendship fracture · best friend loss · peer ostracism · community split · us-vs-them · romantic tension

Semantic match: ranked by characterization + relationships

Distance: 0.1460

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Random Acts of Senseless Violence

Jack Womack · 1993 · Dryco

A privileged New York girl’s diary records her family’s fall as a near-future city and country unravel around her.

Why this is here

Characterization labels: twelve-year-old girl · female protagonist · privileged child · streetwise girls · gang-influenced · class-educated · voice shift · rapid maturation · socially conscious · protective sibling

Relationships labels: family decline · sibling relationship · friendship · female friendship · girl gang · parent-child · class separation · community survival · queer attraction

Semantic match: ranked by characterization + relationships

Distance: 0.1518

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Space Boy Volume 1

Stephen McCranie · 2018 · Space Boy

A synesthetic teen wakes on future Earth after 30 years in cryosleep and is drawn into a quiet, mysterious new life.

Why this is here

Characterization labels: teen girl · relatable protagonist · emotionally astute · hopeful · curious · isolated · out of place · mysterious boy · reclusive boy · artistic boy · supportive parents · best friend group · endearing cast · realistic flaws

Relationships labels: friendship · best friends · family bonds · parent-child · new friends · community ties · found friendship · loneliness · belonging

Semantic match: ranked by characterization + relationships

Distance: 0.1546

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Bite Risk

S.J. Wills · 2023 · Bite Risk

In a town where adults turn into werewolves monthly, a teen and his friends uncover a deeper, more sinister secret.

Why this is here

Characterization labels: thirteen-year-old protagonist · teen protagonists · young caretakers · best friends · found family · resourceful kids · curious investigator · likable protagonist · clumsy hero · responsible children · eccentric elder · bully · protective sibling · skeptical outsider

Relationships labels: friendship · best friends · found family · parent-child dependence · sibling relationship · community trust · rivalry · mentorship · intergenerational tension · peer alliance

Semantic match: ranked by characterization + relationships

Distance: 0.1547

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Hello, Nebulon!

Ray O'Ryan · 2013 · Galaxy Zack

A nervous boy moving to a futuristic planet must adjust to a strange new home, school, and friends.

Why this is here

Characterization labels: anxious child · reluctant mover · curious child · friendly peer · supportive family · new kid · relatable protagonist · lovable protagonist · resourceful child · twin siblings

Relationships labels: friendship · best friends · family move · siblings · parent-child · new classmate · peer bonding · leaving friends behind

Semantic match: ranked by characterization + relationships

Distance: 0.1562

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The City of Ember

Jeanne DuPrau · 2003 · Book of Ember

Two kids in a failing underground city uncover a lost message that may reveal how to survive—and escape.

Why this is here

Characterization labels: child protagonists · twelve-year-olds · curious protagonists · brave protagonist · angry boy · resourceful girl · relatable leads · plucky kids · naive adults · corrupt mayor · family-centered

Relationships labels: friendship · sibling bond · parent-child relationship · child-adult conflict · authority distrust · community solidarity · no romance

Semantic match: ranked by characterization + relationships

Distance: 0.1573

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