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Combine common axes
These books are ranked using the characterization labels extracted for CyberStorm.
Characterization labels used: average man, family man, prepper, survivalist, ordinary people, stereotypical characters, one-dimensional characters, underdocumented characters, resourceful characters, protective father, female characters sidelined, villainous outsiders, doorman, journalist, hacker
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
After a solar flare and plague collapse civilization, a small band of survivors fights to stay human while building a new community.
Why this is here
Characterization labels: prepper · survivor · single mother · father figure · mysterious man · ordinary people · regular people · military characters · young child · group dynamic · selfless hero · optimistic survivor · quiet character · caretaker
Semantic match: ranked by characterization
Distance: 0.1613
After an EMP blackout, a prepared father fights through a collapsing society to reach his family before they vanish.
Why this is here
Characterization labels: prepper · family man · protective father · survivalist · neighbor companion · community pillar · helpless survivors · biker gang · rich mastermind · everyman · prepared protagonist · resourceful survivor
Semantic match: ranked by characterization
Distance: 0.1764
A prepared traveler must cross Florida on foot after an EMP blackout throws society into chaos.
Why this is here
Characterization labels: prepper protagonist · resourceful protagonist · everyman protagonist · survivalist protagonist · military characters · naive college student · ex-military character · stock characters
Semantic match: ranked by characterization
Distance: 0.1801
A deep-sea drilling mission plunges a crew into a hidden underworld civilization that may not let them leave.
Why this is here
Characterization labels: one-dimensional characters · caricatures · archetypes · stereotyped characters · homophobes · ex-military man · oceanographer · businessman · divers · scientist · tycoon · builder/owner · ethical protagonist · cowardly authority figure · rational scientist · female scientist · no-nonsense character · juvenile male characters · advanced civilization
Semantic match: ranked by characterization
Distance: 0.1831
In a grid-down America under martial law, a family and allies must choose between holding home and bugging out.
Why this is here
Characterization labels: survivalist · prepper · family man · protective father · loose cannon · ex-soldier · military crew · resourceful protagonist · realistic characters · female characters underdeveloped · children learning self-defense · character development
Semantic match: ranked by characterization
Distance: 0.1832
In a China-dominated future, a young gay man with a hidden mixed heritage tries to build a life across shifting worlds.
Why this is here
Characterization labels: everyman protagonist · gay protagonist · closeted character · mixed-heritage character · marginalized characters · ordinary people · flawed characters · introverted · self-conscious · unexceptional protagonist · civilian life
Semantic match: ranked by characterization
Distance: 0.1857
A Buenos Aires card game becomes a battle for survival when deadly snow hides an alien invasion and a resistance forms.
Why this is here
Characterization labels: ordinary man · family man · scientist · collective protagonist · survivor group · resourceful · brave · rationalist · military opposition
Semantic match: ranked by characterization
Distance: 0.1865
A father races through a collapsing British city during a viral zombie outbreak to reach his young son first.
Why this is here
Characterization labels: ordinary man · protective father · fallible protagonists · strong female partner · likable characters · reluctant helper · average Joe · unfit protagonist
Semantic match: ranked by characterization
Distance: 0.1914
A man exposed to radiation begins shrinking daily, forcing him into a desperate fight for survival and selfhood.
Why this is here
Characterization labels: ordinary man · family man · middle-class man · unlikable protagonist · whiny protagonist · self-pitying protagonist · angry protagonist · prideful protagonist · resourceful survivor · beleaguered husband · father · adult reduced to childlike status · masculinity-in-question · dignity-stripped character
Semantic match: ranked by characterization
Distance: 0.1922
A writer uncovers why forever products and vanishing people are unraveling the economy, identity, and reality itself.
Why this is here
Characterization labels: ordinary man · writer protagonist · loner · confirmed bachelor · everyman · mutants · androids · shadowy businessman · rational protagonist · introverted
Semantic match: ranked by characterization
Distance: 0.1949
After a solar storm wrecks technology and society, a young woman fights violent survivors and an evolving threat to stay alive.
Why this is here
Characterization labels: survivalist · orphaned child · young woman protagonist · caretaker · military soldiers · rogue soldiers · survivors · clichéd characters · flat characterization · flawed characters · likable characters · unlikeable characters · grounded characters · realistic characters · one-dimensional characters
Semantic match: ranked by characterization
Distance: 0.2038
A young man’s life unravels across timelines as a tech company, a TV obsession, and a buried trauma collide.
Why this is here
Characterization labels: young man · child protagonist · middle-aged man · estranged family member · queer protagonist · biracial protagonist · disabled character · obsessive fan · emotionally absent parent
Semantic match: ranked by characterization
Distance: 0.2046
