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Cover of Attack on Titan: Before the Fall, Vol. 1 by Hajime Isayama
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Attack on Titan: Before the Fall, Vol. 1

Hajime Isayama, Satoshi Shiki

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Similar in characterization

These books are ranked using the characterization labels extracted for Attack on Titan: Before the Fall, Vol. 1.

Characterization labels used: outcast, socially shunned, captive, abused child, naive girl, aristocratic girl, royal family, merchant buyer, budding protagonist, soft boy

Focused on “competent potential” 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 The Goblin Emperor by Katherine Addison

The Goblin Emperor

Katherine Addison · 2014 · The Chronicles of Osreth

An exiled half-goblin heir is thrust onto an imperial throne and must survive court intrigue, grief, and succession politics.

Why this is here

Characterization labels: kindhearted protagonist · naive protagonist · socially awkward · shy protagonist · isolated upbringing · abused child · unprepared ruler · good ruler ideal · sensitive protagonist · compassionate protagonist · competent potential · outsider protagonist · reluctant leader · moral protagonist

Semantic match: ranked by characterization

Distance: 0.1977

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Cover of タコピーの原罪 上 [Takopī no Genzai 1] by Taizan 5

タコピーの原罪 上 [Takopī no Genzai 1]

Taizan 5, タイザン5 · 2022 · タコピーの原罪 [Takopī no Genzai]

An innocent alien tries to make a bullied child happy, but kindness, trauma, and time travel spiral into tragedy.

Why this is here

Characterization labels: naive protagonist · innocent outsider · bullied child · abused child · antagonistic child · traumatized children · morally ambiguous characters · well-fleshed characters · adult neglect

Semantic match: ranked by characterization

Distance: 0.1760

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Cover of タコピーの原罪 下 [Takopī no Genzai 2] by Taizan 5

タコピーの原罪 下 [Takopī no Genzai 2]

Taizan 5, タイザン5 · 2022 · タコピーの原罪 [Takopī no Genzai]

An innocent alien tries to bring happiness to a bullied child, but human pain, family chaos, and time shifts upend everything.

Why this is here

Characterization labels: naive protagonist · innocent outsider · abused child · bullied child · manipulative child · traumatized children · broken adults · abusive parents · morally gray characters · sympathetic antagonist · raw characters · strong personalities

Semantic match: ranked by characterization

Distance: 0.1835

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Cover of Méduse by Martine Desjardins

Méduse

Martine Desjardins · 2020

A rejected young woman in a gothic institute discovers the dangerous power hidden in the eyes she’s been taught to hide.

Why this is here

Characterization labels: rejected daughter · marginalized girl · female antihero · abused protagonist · ambiguous director · rich patrons · oppressive family · isolated outsider · self-conscious protagonist

Semantic match: ranked by characterization

Distance: 0.1893

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Cover of More Than Human by Theodore Sturgeon

More Than Human

Theodore Sturgeon · 1979

Misfit children with psychic gifts form a shared consciousness and must decide what power, identity, and humanity mean.

Why this is here

Characterization labels: outcasts · misfits · children · young adults · disabled characters · psychic characters · genius child · simpleton · caregiver figure · morally compromised character · damaged characters · lonely characters · abused children · gifted outsiders · sympathetic antagonists

Semantic match: ranked by characterization

Distance: 0.1894

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Cover of Thief! by Malorie Blackman

Thief!

Malorie Blackman · 2004

After being framed at school, a bullied girl is hurled into a bleak future where her choices have changed everything.

Why this is here

Characterization labels: young female protagonist · new girl · little brother · bullied child · likeable protagonist · vulnerable protagonist · framed victim · tyrant · queen bee · heroic child · bitter future self · corrupted future self

Semantic match: ranked by characterization

Distance: 0.1916

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Cover of Proxy by Alex London

Proxy

Alex London · 2013 · Proxy

A gay proxy and his privileged patron collide in a debt-ridden dystopia, then flee a system built on punishment.

Why this is here

Characterization labels: rich boy · spoiled brat · proxy · orphan · gay protagonist · person of color · compassionate protagonist · defiant protagonist · privileged antagonist · sheltered character · character growth · vulnerable rich boy · female rebel

Semantic match: ranked by characterization

Distance: 0.1922

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Cover of Storm Glass by Jeff Wheeler

Storm Glass

Jeff Wheeler · 2018 · Harbinger

Two girls from opposite worlds navigate a skybound society, hidden magic, and a class system built to keep them apart.

Why this is here

Characterization labels: orphan · princess · aristocrat · admiral · governess · housekeeper · ruler's heir · outsider · sheltered · self-reliant · curious · ambitious · sympathetic heroine · villainous caretaker · young protagonists · coming-of-age arc

Semantic match: ranked by characterization

Distance: 0.1928

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