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Combine common axes
These books are ranked using the characterization labels extracted for 2BR02B.
Characterization labels used: father, pregnant wife, triplets, doctor, painter, cleaner, bureaucrat, volunteer suicide, anxious parent, cynical observer, officials, ordinary people
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
When the dead start returning unchanged, one grieving family is pulled into a global crisis of faith, fear, and identity.
Why this is here
Characterization labels: elderly couple · grieving parents · curmudgeonly husband · religious mother · skeptical father · returned child · government agent · pastor · community figures · ordinary people
Semantic match: ranked by characterization
Distance: 0.1664
A bored time-travel salesman in a corporate future uncovers why his transfers are denied and what his job is really for.
Why this is here
Characterization labels: ordinary employee · disillusioned worker · bored professional · dutiful father · devoted husband · young parent · coworker duo · secretive colleague · grieving parent
Semantic match: ranked by characterization
Distance: 0.1704
An English boy’s invisible companion may be an alien intelligence, forcing his family to decide what’s real.
Why this is here
Characterization labels: ordinary family · inquisitive child · rational father · emotional mother · adopted son · protective parent · skeptical adult · benign outsider
Semantic match: ranked by characterization
Distance: 0.1771
A father and his special daughter flee a plague-ravaged America while authorities hunt her as the possible cure.
Why this is here
Characterization labels: protective father · special child · immune child · wise-beyond-years child · morally conflicted parent · secretive parent · exhausted survivor · government officials · scientists/doctors · off-grid relative
Semantic match: ranked by characterization
Distance: 0.2013
A debut short story collection where everyday lives tilt uncanny, exposing parenthood, paranoia, and modern dread.
Why this is here
Characterization labels: ordinary people · parents · fathers · mothers · confused men · frustrated men · conspiracy-minded guard · grieving husband · aging guide · lonely characters · overwhelmed characters · baffled characters · damaged characters
Semantic match: ranked by characterization
Distance: 0.2023
A dying father becomes a census taker and takes one last northward road trip with his adult son, facing love, loss, and mystery.
Why this is here
Characterization labels: widower · terminally ill father · doctor · surgeon · adult son · Down syndrome (son) · grieving parent · caregiving parent · nameless characters · moral observer
Semantic match: ranked by characterization
Distance: 0.2063
An exhausted family welcomes a humanoid AI helper, only to find it acting on their unspoken fears and wishes.
Why this is here
Characterization labels: overwhelmed parents · grieving mother · stressed father · neurodivergent child · supportive but strained family · bully antagonists · domineering boss · creepy neighbor · ordinary people in danger
Semantic match: ranked by characterization
Distance: 0.2088
A grieving father tries to shield his young son from playground cruelty, only to face a terrifying bargain.
Why this is here
Characterization labels: widower · overprotective father · anxious parent · traumatized adult · vulnerable child · mysterious manager · protective sister · bullied child
Semantic match: ranked by characterization
Distance: 0.2175
A solar storm countdown forces scientists, leaders, and civilians to decide who gets shelter when civilization may end.
Why this is here
Characterization labels: scientist · president · government officials · bureaucrats · military figures · prepper · married couple · protective parent · moral exemplar · self-sacrificing
Semantic match: ranked by characterization
Distance: 0.2175
A near-future marriage, a troubled physicist, and a device that may rewrite reality pull one woman into an eerie puzzle.
Why this is here
Characterization labels: physicist · scientist husband · married woman · customer support worker · grieving parent · alcoholic character · socially awkward · workaholic · obsessive scientist
Semantic match: ranked by characterization
Distance: 0.2184
A widow’s return to her childhood town turns sinister when insect attacks and disappearances point to a hidden horror.
Why this is here
Characterization labels: widow · single mother · teenage daughter · young child · farmer · scientist · doctor · deputy · antagonist · outsider teen · incompetent adults
Semantic match: ranked by characterization
Distance: 0.2213
A short-story collection of uncanny, twist-driven tales about moral dilemmas, strange encounters, and unsettling human behavior.
Why this is here
Characterization labels: ordinary people · married couples · manipulative husband · psychic woman · mute child · outsider protagonist · exploitative character · moral test subject
Semantic match: ranked by characterization
Distance: 0.2325
