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Cover of The Way to the Stars by Una McCormack
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The Way to the Stars

Una McCormack

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Similar in characterization

These books are ranked using the characterization labels extracted for The Way to the Stars.

Characterization labels used: awkward teen, bright student, genius, nerdy, ambitious, insecure, relatable, quirky, socially awkward, anxious, rebellious, resourceful, sensitive, determined, likable, overachiever, under pressure, promising officer, character study

Focused on “mischievous characters” where exact label matches exist.

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

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Cover of Weave a Circle Round by Kari Maaren

Weave a Circle Round

Kari Maaren · 2017

A quiet teen’s life unravels when strange neighbors arrive next door and pull her into a mythic time-travel mystery.

Why this is here

Characterization labels: introverted protagonist · angsty teen · angry teen · invisible girl · relatable teen · awkward teen · deaf character · geeky sibling · genius sibling · eccentric outsider · mischievous characters · morally ambiguous characters · immortal characters · character growth

Semantic match: ranked by characterization

Distance: 0.1716

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Cover of The Lost Code by Kevin Emerson

The Lost Code

Kevin Emerson · 2012 · The Atlanteans

In a sun-scorched future, a teen at a dome camp uncovers a hidden Atlantis-linked heritage and a dangerous secret.

Why this is here

Characterization labels: awkward teen · outsider · bullied protagonist · reluctant hero · self-conscious · coming-of-age · brave · matured protagonist · smart girl · love interest · bully · mentor figure · villain · secretly special · everyboy

Semantic match: ranked by characterization

Distance: 0.1528

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Cover of Code Orange by Caroline B. Cooney

Code Orange

Caroline B. Cooney · 2005

A lazy New York teen researching smallpox for school thinks he may be infected and spirals into danger.

Why this is here

Characterization labels: slacker · reluctant student · lazy teen · procrastinator · bright student · carefree teen · motivated under pressure · resourceful teen · selfless protagonist · unlikable protagonist · charismatic protagonist · rich kid · prep-school student · brainy student · driven student · supporting characters

Semantic match: ranked by characterization

Distance: 0.1556

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Cover of The Death-Ray by Daniel Clowes

The Death-Ray

Daniel Clowes · 2011 · Eightball

A bullied teen in the 1970s discovers nicotine-fueled powers and a death ray, then grapples with what to do with them.

Why this is here

Characterization labels: teen outcast · loner · misfit · socially awkward · antisocial · cynical · angry · self-loathing · misanthropic · unreliable · awkward teen · bully target · vigilante antihero · insecure · introspective · pathetic men · adult failure

Semantic match: ranked by characterization

Distance: 0.1572

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Cover of The Unbelievable Gwenpool, Vol. 1: Believe It by Christopher Hastings

The Unbelievable Gwenpool, Vol. 1: Believe It

Christopher Hastings · 2016 · The Unbelievable Gwenpool (Collected Editions)

A Marvel fangirl is dropped into the Marvel Universe and uses comic knowledge, chaos, and a costume to survive.

Why this is here

Characterization labels: fangirl · teen girl · reckless · brash · quirky · cute · endearing · competent · inept · chaotic · manic · resourceful · antiheroic · delusional · self-aware · role-seeking · overconfident · martial amateur · kill-happy

Semantic match: ranked by characterization

Distance: 0.1639

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Cover of Invincible Iron Man: Ironheart, Vol. 1: Riri Williams by Brian Michael Bendis

Invincible Iron Man: Ironheart, Vol. 1: Riri Williams

Brian Michael Bendis · 2017 · Invincible Iron Man (2016) (Collected Editions)

A teenage engineering prodigy builds a suit, takes on a legacy, and learns heroism with help from Tony Stark’s AI.

Why this is here

Characterization labels: teenage genius · super-genius · awkward teen · socially challenged · likable heroine · strong-willed · emotionally guarded · resourceful engineer · self-made hero

Semantic match: ranked by characterization

Distance: 0.1671

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Cover of A House Like a Lotus by Madeleine L'Engle

A House Like a Lotus

Madeleine L'Engle · 1985 · O'Keefe Family

A sixteen-year-old’s Greece-bound journey forces her to confront betrayal, desire, family bonds, and forgiveness.

Why this is here

Characterization labels: intelligent teen · sheltered teen · angsty teen · emotionally vulnerable · brilliant older mentor · charming bad boy · medical professional · complex adults · contradictory characters · morally ambiguous adults

Semantic match: ranked by characterization

Distance: 0.1697

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Cover of The Last Days of Lorien by Pittacus Lore

The Last Days of Lorien

Pittacus Lore · 2013 · Lorien Legacies: The Lost Files

A rebellious teen on doomed Lorien is forced into responsibility as alien invasion shatters his world.

Why this is here

Characterization labels: rebellious teen · rule-breaker · genius rebel · tech-savvy · reluctant mentor · unlikely caretaker · resourceful · surly · cocky · not initially likable · redeemed character arc · young mentor · ordinary-turned-important

Semantic match: ranked by characterization

Distance: 0.1697

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