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These books are ranked using the setting labels extracted for The Book of Love.
Setting labels used: small seaside town, New England, Massachusetts, present day, small-town America, high school classroom, underworld, alternate reality, liminal afterlife
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A curious traveler visits a shunned seaside town and uncovers a terrifying secret about its people and his own past.
Why this is here
Setting labels: New England · seaside town · small town · decaying town · isolated community · coastal setting · underwater realm · fictional town
Semantic match: ranked by setting
Distance: 0.1492
With a month left before an asteroid ends the world, a misfit teen hunts the truth behind her friend’s death.
Why this is here
Setting labels: small town · coastal town · high school · pre-apocalyptic future · present-day contemporary reality
Semantic match: ranked by setting
Distance: 0.1749
A chronological anthology of Lovecraft Mythos tales by Lovecraft and later writers, tracing cosmic horror across decades.
Why this is here
Setting labels: New England · academic setting · small town · cosmic horror world · 20th century · future setting
Semantic match: ranked by setting
Distance: 0.1788
A boy who can alter reality joins a secret agency to uncover a father’s disappearance and a strange school mystery.
Why this is here
Setting labels: modern-day · school setting · coastal setting · small-town setting · alternate realities · supernatural reality · contemporary world
Semantic match: ranked by setting
Distance: 0.1957
A rural New England town is shadowed by a grotesque family secret, an occult book, and a cosmic threat.
Why this is here
Setting labels: New England · Massachusetts · isolated village · rural backwoods · academic setting · small town · ancient farmhouse · woods · hills · cosmic reality
Semantic match: ranked by setting
Distance: 0.1970
A new girl and a town outcast uncover the monstrous secret behind missing kids and stolen eyes in eerie Whispering Pines.
Why this is here
Setting labels: small town · spooky town · new town · woods · middle school · Connecticut · modern-day · secret lab · insular community · alternate dimension · small-town horror
Semantic match: ranked by setting
Distance: 0.1979
A horror story collection that reinvents classic monsters through literary, experimental, and often unsettling narrative forms.
Why this is here
Setting labels: contemporary · small town · Hudson Valley · New England · Iraq war · battlefield · theater · college classroom · post-apocalyptic · cosmic horror world · haunted inn · literary reality
Semantic match: ranked by setting
Distance: 0.2002
A teen mind reader is drawn into a hidden community of her kind, where trust and freedom may cost everything.
Why this is here
Setting labels: Maine · small town · high school · island · secluded compound · mansion · alternate hidden society · contemporary · YA contemporary fantasy
Semantic match: ranked by setting
Distance: 0.2017
A grieving teen returns to her old friend group, only to become trapped in a time loop where one of them must be chosen to survive.
Why this is here
Setting labels: seaside estate · private school · college-aged · small town · Rhode Island · liminal space · between life and death · time loop world · contemporary setting · elite school
Semantic match: ranked by setting
Distance: 0.2043
A teen sharing his body with an alien parasite faces escalating horror, family loss, and a fight to stay human.
Why this is here
Setting labels: high school · small town · seaside town · contemporary Japan · urban horror · alien invasion
Semantic match: ranked by setting
Distance: 0.2130
An ordinary volunteer is swept into a cosmic struggle between good and evil, with reality, time, and choices at stake.
Why this is here
Setting labels: small town · college town · contemporary setting · alternate reality · parallel universes · cosmic reality
Semantic match: ranked by setting
Distance: 0.2139
Three survivor groups race through a sudden, mysterious cascade of disasters as the world falls apart around them.
Why this is here
Setting labels: United States · East Coast · Northeastern US · Massachusetts · Rhode Island · New England · apocalyptic world · present day
Semantic match: ranked by setting
Distance: 0.2154
