Find similar books by
Combine common axes
These books are ranked using the characterization labels extracted for Machine of Death: A Collection of Stories About People Who Know How They Will Die.
Characterization labels used: ordinary people, teenagers, doctors, soldiers, insurance workers, inventors, government actors, students, obsessive characters, fatalistic characters, free-will skeptics, morally complex characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A mixed Stephen King collection of 22 stories and poems, ranging from creature horror to sci-fi, surrealism, and dark grief.
Why this is here
Characterization labels: ordinary people · families · children · students · isolated survivors · obsessive characters · madness · unreliable behavior · morally pressured characters · cult leader
Semantic match: ranked by characterization
Distance: 0.1413
A fragmented near-future New York mosaic follows public-housing residents living under strict social, reproductive, and economic controls.
Why this is here
Characterization labels: ordinary people · working-class characters · ensemble cast · sympathetic characters · unsympathetic characters · morally compromised characters · children · teens · elderly characters · social worker · student · mother · widow · matriarch · hospital staff · morgue attendants · drug users · bureaucrats · intelligent preteens
Semantic match: ranked by characterization
Distance: 0.1475
After a lab accident, eight people are trapped in shifting worlds shaped by the private beliefs and fears of their companions.
Why this is here
Characterization labels: ordinary people · flawed characters · paranoid characters · neurotic characters · religious fanatic · suspected communist · security chief · tour guide · scientist protagonist · war veteran · racist character · female-dominated worldview · obsessive personalities · archetypal characters
Semantic match: ranked by characterization
Distance: 0.1572
A short-story collection where hunger becomes body horror, satire, and speculative dread across wildly different lives.
Why this is here
Characterization labels: unpleasant people · teenagers · young women · young men · scientist · cannibal · immortal character · lonely character · obsessive character · traumatized character · body-conscious character
Semantic match: ranked by characterization
Distance: 0.1670
A new star appears over Norway, and nine lives slowly slide from ordinary routines into eerie, uncertain change.
Why this is here
Characterization labels: ordinary people · middle-aged adults · familial roles · professionally diverse cast · psychologically detailed · morally flawed · unsympathetic characters · sympathetic characters · anxious characters · isolated characters · interior lives · childhood echoes · religious figures · artists · academics · journalists · caregivers
Semantic match: ranked by characterization
Distance: 0.1692
A varied anthology of Vonnegut short fiction blending satire, dystopia, romance, war, and strange speculative ideas.
Why this is here
Characterization labels: eccentric characters · ordinary people · soldiers · wry narrators · outcast teens · artists · bureaucrats · parents and children · misfits
Semantic match: ranked by characterization
Distance: 0.1709
Interlinked tales of ordinary lives in an invented Central European country, tracing love, politics, faith, and loss.
Why this is here
Characterization labels: ordinary people · working class · peasants · factory workers · quarrymen · nobility · doctors · academics · musicians · scientists · political prisoners · defectors · blind protagonist · reclusive figures · impoverished lives · humanistic characterization · believable characters
Semantic match: ranked by characterization
Distance: 0.1715
A 100-story, author-selected anthology tracing Bradbury’s career across sci-fi, fantasy, horror, and nostalgic human drama.
Why this is here
Characterization labels: ordinary people · children · families · parents · loners · outsiders · eccentric characters · human vulnerability · morally ambiguous characters
Semantic match: ranked by characterization
Distance: 0.1807
A post-utopian superhero collection follows ordinary people living under Miracleman’s godlike rule.
Why this is here
Characterization labels: ordinary people · lonely idealists · rebellious schoolchildren · fracturing families · resurrected dead · cloned beings · superhuman figures · omniscient rulers · human-scale characters
Semantic match: ranked by characterization
Distance: 0.1814
When the Moon becomes cheese, a rotating cast of people across America faces humor, panic, and fallout over one lunar cycle.
Why this is here
Characterization labels: ordinary people · ensemble cast · billionaires · scientists · astronauts · politicians · preachers · workers · schoolkids · retirees · authors · cheese shop owners · government officials · celebrities · conspiracy theorists · snarky characters · eccentric billionaire · social outcasts · terminal illness · faith crisis · egoistic entrepreneur · human scale
Semantic match: ranked by characterization
Distance: 0.1827
Time-traveling Oxford historians get stranded in WWII Britain as the war—and history itself—starts to go awry.
Why this is here
Characterization labels: historians · graduate students · undercover observers · ordinary people · civilian life · bureaucratic staff · stuck protagonists · anxious characters · complaining characters · interchangeable characters · young adults · role-playing researchers
Semantic match: ranked by characterization
Distance: 0.1828
Award-winning Connie Willis stories blend time travel, satire, grief, aliens, and afterword-rich bonus material.
Why this is here
Characterization labels: eccentric characters · everyday people · academics · skeptics · historians · physicists · families · time travelers · fellowship-driven characters · character-focused
Semantic match: ranked by characterization
Distance: 0.1832