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These books are ranked using the characterization labels extracted for A Medicine for Melancholy and Other Stories.
Characterization labels used: timid child, bullied girl, jealous children, fragile protagonist, classroom children, outsider protagonist, immature children
Focused on “corrupted future self” 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.
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: 0.1440
A bullied girl’s acne cure makes her invisible, thrusting her into secrets, danger, and a search for who she really is.
Why this is here
Characterization labels: preteen protagonist · female protagonist · relatable protagonist · underdog · outsider · bullied child · anxious child · spiky protagonist · loyal friend · caring friend · misfit · strong-willed child
Semantic match: ranked by characterization
Distance: 0.1266
![Cover of タコピーの原罪 上 [Takopī no Genzai 1] by Taizan 5](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1645885963i/60500005.jpg)
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: 0.1277
![Cover of タコピーの原罪 下 [Takopī no Genzai 2] by Taizan 5](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1651737596i/60545179.jpg)
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: 0.1392
A shy girl sent to stay with relatives finds a watch that sends her into her mother’s past, revealing family secrets.
Why this is here
Characterization labels: shy protagonist · reserved child · awkward tween · lonely outsider · self-conscious girl · imaginative child · complicated parent · changed-by-experience arc
Semantic match: ranked by characterization
Distance: 0.1432
A Stranger Things tie-in graphic novel follows a season 1 bully as nightmares, shame, and monsters force him to confront himself.
Why this is here
Characterization labels: bully protagonist · traumatized child · unlikable lead · abusive father · peer-friend duo · conflicted bully · character growth · redeemption attempt
Semantic match: ranked by characterization
Distance: 0.1432
A fix-up of linked stories about psychic alien refugees hiding on Earth and searching for community, home, and belonging.
Why this is here
Characterization labels: teachers · schoolchildren · female protagonists · isolated individuals · depressed protagonist · psychic children · misfits · gentle characters · community-minded · sensitive characters · caregiving figures · frontier-dwelling characters · nonviolent characters
Semantic match: ranked by characterization
Distance: 0.1478
A hidden third child in a two-child society risks discovery when he meets another child living in secret next door.
Why this is here
Characterization labels: hidden protagonist · timid protagonist · brave girl · idealistic character · risk-averse protagonist · oppressive parents · unsympathetic parents · protector role · rebellious youth · solitary child
Semantic match: ranked by characterization
Distance: 0.1483
A sixth grader hiding his alien identity must face a strange change, a vanishing friend group, and a hidden truth.
Why this is here
Characterization labels: sixth grader · tween protagonist · curious hero · empathetic protagonist · rebellious child · supportive parents · best friend · first crush · mysterious villain · controlling parent · resourceful kid
Semantic match: ranked by characterization
Distance: 0.1488
In 2193, a sheltered 12-year-old uncovers a hidden truth about her perfect world and her family’s past.
Why this is here
Characterization labels: tween protagonist · curious heroine · truth seeker · relatable preteen · resourceful child · less developed villain · underdeveloped characters · cartoonish adults · protective mother · competent sidekick · flat side character · sympathetic kids
Semantic match: ranked by characterization
Distance: 0.1497
A suspended teacher calls a lost family number and reaches his dead father, then a single childhood day in 1986.
Why this is here
Characterization labels: teacher protagonist · unreliable narrator · antihero · traumatized adult · damaged child · socially isolated · obsessive · irrational behavior · emotionally immature parents · fragile protagonist
Semantic match: ranked by characterization
Distance: 0.1516
Meg must help save her gifted, bullied brother by journeying into a strange inner world where love, naming, and evil collide.
Why this is here
Characterization labels: gifted child · bullied child · sick child · protective sibling · intuitive heroine · brilliant child · teacher figure · mentor figure · skeptical protagonist · supportive parent
Semantic match: ranked by characterization
Distance: 0.1517
