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Combine common axes
These books are ranked using the characterization labels extracted for This Time Tomorrow.
Characterization labels used: single woman, working adult, stagnant life stage, independent woman, ailing parent, single father, writer parent, best friend, teen protagonist, midlife protagonist, reflective, regretful, emotionally guarded
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In near-future London, a mother and son flee as a tech-dependent society suddenly shuts down.
Why this is here
Characterization labels: young mother · protective parent · precocious child · clever child · anxious protagonist · resourceful woman · frustrated parent · difficult protagonist · unlikeable protagonist · weak partner · single parent · unreliable protagonist · survival-minded
Semantic match: ranked by characterization
Distance: 0.1542
A lonely new mother in Silicon Valley bonds with a beta AI friend that predicts danger in her marriage.
Why this is here
Characterization labels: new mother · stay-at-home mom · anxious protagonist · depressed protagonist · unreliable narrator · snarky heroine · lonely heroine · vulnerable protagonist · manipulative husband · condescending husband · gaslighting spouse · tech worker · AI companion
Semantic match: ranked by characterization
Distance: 0.1559
A frustrated wife and new mother falls into a Hallmark-fueled escape fantasy that turns darkly surreal.
Why this is here
Characterization labels: unlikable protagonist · flawed mother · passive protagonist · anxious protagonist · frustrated wife · struggling mother · working woman · writer protagonist · unemployed protagonist · overbearing mother · controlling family · women under pressure
Semantic match: ranked by characterization
Distance: 0.1597
A depressed tech worker in Silicon Valley is shadowed by a black hole while work, love, and life keep unraveling.
Why this is here
Characterization labels: millennial woman · depressed protagonist · passive protagonist · anxious protagonist · morally compromised · underdeveloped side characters · caricatured coworkers · toxic mother · supportive father · bullying boss · unavailable lover · alienated worker · complicit employee · high-functioning depression
Semantic match: ranked by characterization
Distance: 0.1617
A struggling single mother slips between 1970s California and a fog-bound 1906 farm community, torn between two homes.
Why this is here
Characterization labels: single mother · young mother · working mother · struggling mother · grounded protagonist · relatable protagonist · restless protagonist · visionary leader · community founder · supportive friend · estranged daughter · devoted son · self-made community · hardworking characters · strong female lead
Semantic match: ranked by characterization
Distance: 0.1635
A young woman begins leaping through her own life out of order each New Year’s, forced to navigate love, memory, and fate.
Why this is here
Characterization labels: young woman · self-discovery · immature protagonist · flawed heroine · witty protagonist · rebellious · resilient · adapting · coming of age
Semantic match: ranked by characterization
Distance: 0.1662
A psychiatrist and a new mother untangle a strange case of missing time, uncanny memories, and reality-bending doubts.
Why this is here
Characterization labels: single mother · young mother · infant parent · new mother · librarian · psychiatrist · discredited doctor · grieving parent · reserved protagonist · sympathetic characters · flawed characters · mentally distressed · fascinated clinician · overwhelmed parent · highly observant
Semantic match: ranked by characterization
Distance: 0.1677
A grieving queer mother raises a child marked by a punitive shadow system in a surveilled near-future America.
Why this is here
Characterization labels: grieving mother · widow protagonist · single parent · queer parent · shamed outsider · marginalized protagonist · precocious child · difficult mother · flawed protagonist · inner turmoil
Semantic match: ranked by characterization
Distance: 0.1684
A stressed modern lawyer wishes for simpler times and wakes in a 2nd-century Roman frontier town, in another woman’s body.
Why this is here
Characterization labels: single mother · divorced woman · female lawyer · corporate lawyer · widow · tavern keeper · ancestor body · modern liberal · feminist protagonist · self-righteous protagonist · naive protagonist · growth-minded heroine · ordinary person · working mother
Semantic match: ranked by characterization
Distance: 0.1754
A depressed London worker joins a one-way reality show to a new planet, hoping escape will solve everything.
Why this is here
Characterization labels: depressed protagonist · young woman · millennial · alienated worker · unlikable protagonist · morally questionable protagonist · passive protagonist · flawed protagonist · lonely protagonist · self-destructive · chronically unhappy
Semantic match: ranked by characterization
Distance: 0.1758
A reality-show mother starts seeing glitches in her world and can no longer trust what’s real.
Why this is here
Characterization labels: female protagonist · mother · bonus parent · smart protagonist · educated protagonist · egoist · self-aware character · socially observant · manic descent · bitter protagonist
Semantic match: ranked by characterization
Distance: 0.1767
A battered single mother and a traumatized teen uncover a frightening link between their lives and identities.
Why this is here
Characterization labels: single mother · abusive ex-husband · teen girl · traumatized survivor · protective father · imaginary friend · complex characters · sympathetic characters · unreliable narrators · strong female leads · good mother · violent alter ego · outcast teen · morally split self · supportive son · caregiver
Semantic match: ranked by characterization
Distance: 0.1790
