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These books are ranked using the characterization labels extracted for The Sleep Experiment.
Characterization labels used: psychology professor, mad scientist, narcissistic protagonist, student assistants, test subjects, young tourists, villain protagonist, oblivious victims, unlikeable characters
Focused on “professor” 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.
A psychologist who can spot psychopaths uncovers a missing six months of his own life and a theory that could alter humanity.
Why this is here
Characterization labels: experimental psychologist · quantum physicist · professor · expert witness · utilitarian protagonist · flawed hero · psychopath · mentor figure · ex-girlfriend · scientist protagonists · academic characters · politically opinionated characters
Semantic match: ranked by characterization
Distance: 0.1569
An audio anthology of Lovecraft’s best-known weird tales, blending cosmic dread, mad science, and mythos lore.
Why this is here
Characterization labels: unnamed narrator · scholarly narrator · intellectual protagonist · male protagonist · mad scientist · professor · assistant narrator · thin characterization · obsessive character
Semantic match: ranked by characterization
Distance: 0.1684
At a New York wedding, four young adults watch a strange catatonic crisis spread worldwide while their lives, loves, and doubts unravel.
Why this is here
Characterization labels: flawed characters · young adults · millennials · self-destructive · unlikeable characters · ambitious journalist · struggling musician · professor · ballet student · self-doubting · cynical · emotionally guarded
Semantic match: ranked by characterization
Distance: 0.1708
A student in Padua falls for a mysterious woman raised in a deadly garden of poisonous plants.
Why this is here
Characterization labels: young student · beautiful heroine · mad scientist · rival scholar · morally ambiguous characters · naive protagonist · monomaniacal father · toxic heroine · scientific obsessor
Semantic match: ranked by characterization
Distance: 0.1437
Two classic Wells novellas: one sends a scientist into a distant human future; the other unleashes a dangerous invisibility experiment.
Why this is here
Characterization labels: unnamed scientist · mad scientist · ambitious scientist · curious investigator · unlikable protagonist · irreverent protagonist · unsympathetic antagonist
Semantic match: ranked by characterization
Distance: 0.1458
Two short, ambiguous Wells stories explore a hidden doorway and an exam slip-up through regret, choice, and conscience.
Why this is here
Characterization labels: student · scholar · rival student · professor · promising man · social climber · humble background · conscientious character · obsessive character · idealistic character
Semantic match: ranked by characterization
Distance: 0.1762
A campus affair is trapped by a May blizzard after a blast unleashes strange creatures in the snow.
Why this is here
Characterization labels: professor protagonist · student love interest · affair · cheating husband · guilt-ridden · conflicted character · unlikeable protagonist · survivor group
Semantic match: ranked by characterization
Distance: 0.1491
A Cambridge historian and a physicist try to erase Hitler from history, only to unleash a worse alternate world.
Why this is here
Characterization labels: history student · graduate student · PhD candidate · physicist · professor · physicist scientist · Holocaust survivor · elderly · young adult · flawed protagonist · irritating protagonist · unsympathetic lead · wunderkind · hubristic · immature · self-deprecating · brutal antagonist · well-rounded characters
Semantic match: ranked by characterization
Distance: 0.1815
A lavish collection of Lovecraft tales centered on forbidden knowledge, cosmic dread, and the Necronomicon mythos.
Why this is here
Characterization labels: academic protagonists · isolated men · curious investigators · obsessive scholars · introverted characters · morally compromised protagonists · psychological unraveling · sanity erosion
Semantic match: ranked by characterization
Distance: 0.1524
Six archaeologists in remote Greenland face a failing expedition, a distant pandemic, and possible ghosts in their camp.
Why this is here
Characterization labels: graduate students · archaeologists · literature student · team leader · unlikeable characters · neurotic narrator · bereavement · mental health issues · academic pretension · dysfunctional group
Semantic match: ranked by characterization
Distance: 0.1531
A clerk is sent to stop a mad scientist whose machines turn desire into reality and shatter a city’s order.
Why this is here
Characterization labels: indifferent protagonist · low-ranking clerk · outsider protagonist · mad scientist · cold genius villain · rationalist minister · unwilling hero · idealized love object · cynical protagonist
Semantic match: ranked by characterization
Distance: 0.1534
A dead academic seems to return in a new body, pulling a psychiatrist and a conspiracy into questions of identity and immortality.
Why this is here
Characterization labels: academic protagonist · scholar protagonist · unlikable protagonist · inept hero · savant character · psychiatric patient · scientist character · brutish savant · bookish intellectual · self-pitying narrator · complex protagonist
Semantic match: ranked by characterization
Distance: 0.1601
