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Combine common axes
These books are ranked using the characterization labels extracted for Farewell Summer.
Characterization labels used: boy protagonist, preteen, adolescent, older men, elderly residents, school board authority, grandfather figure, imaginative child, troublesome boy, mischievous boys, wise elder
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A grieving boy uses a mysterious stone to leap through history while searching for his missing father.
Why this is here
Characterization labels: 14-year-old protagonist · clever boy · resourceful · curious · grieving son · eccentric father · supportive cousin · bully antagonist · protective grandparents · nosy adult adversary · young adventurer
Semantic match: ranked by characterization
Distance: 0.1962
A curious young man in Earth’s last city uncovers buried truths that could shatter a stagnant immortal civilization.
Why this is here
Characterization labels: young hero · curious protagonist · rebellious youth · brash protagonist · explorer · observer · wise elder · keeper of records · tutor · telepath · immortal citizens · flat characters · paper-thin characters · archetypal characters
Semantic match: ranked by characterization
Distance: 0.1964
A boy who can alter reality joins a secret agency to uncover a father’s disappearance and a strange school mystery.
Why this is here
Characterization labels: young hero · resourceful boy · logical protagonist · troubled family · younger sister · goth classmate · mysterious mentor · secret-agent type · handler · sickly classmate · dead girl · father figure absent · teen protagonist
Semantic match: ranked by characterization
Distance: 0.1966
A grieving teen inherits a secret portal and must brave a perilous other world to save the old dog he loves.
Why this is here
Characterization labels: teen protagonist · ordinary boy · athletic · good kid · parentified child · grieving son · alcoholic parent · recluse · grumpy old man · loyal dog · crotchety mentor · heroic growth · resilient
Semantic match: ranked by characterization
Distance: 0.1973
A teenage girl searches a broken world for her missing mother amid climate collapse, absurdity, and revenge-minded elders.
Why this is here
Characterization labels: precocious child · teen protagonist · child judge · gifted child · elder radicals · aging extremists · quirky eccentrics · apathetic characters · gnomic speakers · morally compromised adults · innocent witnesses · deadpan children
Semantic match: ranked by characterization
Distance: 0.1998
A boy’s summer in a small Illinois town becomes a vivid meditation on childhood, time, and mortality.
Why this is here
Characterization labels: twelve-year-old boy · younger brother · imaginative child · practical child · thoughtful children · elderly townsfolk · wise grandparents · eccentric townspeople · lonely outsiders · mysterious figures
Semantic match: ranked by characterization
Distance: 0.1999
A slave boy is taken in by a disguised beggar and rises through alien societies while uncovering his true identity.
Why this is here
Characterization labels: young male protagonist · slave boy · orphan · beggar mentor · wise elder · spy · free trader crew · lost heir · naive protagonist · competent minor characters · mathematical genius · resourceful survivor
Semantic match: ranked by characterization
Distance: 0.2005
A teenage boy is transformed into a knight and sent questing through layered magical worlds, with honor and identity at stake.
Why this is here
Characterization labels: adolescent protagonist · boy in adult body · naive hero · arrogant protagonist · bully protagonist · strong fighter · honor-bound hero · immature hero · confident hero · mysterious protagonist
Semantic match: ranked by characterization
Distance: 0.2018
A grieving 12-year-old uses his late father’s time machine to try to save him, with a hamster in tow.
Why this is here
Characterization labels: twelve-year-old protagonist · grieving son · earnest protagonist · quirky protagonist · nerdy protagonist · stepfamily dynamics · wise grandfather · eccentric elder · inventor parent · supportive mother · bully
Semantic match: ranked by characterization
Distance: 0.2019
At a boarded-up Maine rest stop, a strange mud-covered car turns a routine stop into a nightmare.
Why this is here
Characterization labels: child protagonist · young boy · resourceful child · innocent child · older brother · ordinary adults · everyday people · good samaritan · insurance man · practical adult · brave child · believable characters · minor characters
Semantic match: ranked by characterization
Distance: 0.2026
Two twins and a new friend uncover clues in a cliffside manor that lead to a hidden door and a bigger mystery.
Why this is here
Characterization labels: twin protagonists · child protagonists · adventurous boy · pragmatic girl · curious child · friendly local boy · mysterious caretaker · eccentric owner
Semantic match: ranked by characterization
Distance: 0.2035
In the Ultimate Universe, Tony Stark’s origin is radically reworked into a dark, science-heavy coming-of-age tale.
Why this is here
Characterization labels: boy genius · superhuman child · inventor · wealthy heir · protective father · sinister villain · abusive bully · child protagonist · mutant protagonist · alcoholism
Semantic match: ranked by characterization
Distance: 0.2046
