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These books are ranked using the setting labels extracted for The Returned.
Setting labels used: small town, Southern town, rural America, global setting, contemporary setting, holding camp, detention center
Focused on “winter setting” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A blackout, a runaway child, and a stolen mind-altering machine pull four gifted friends into their most dangerous puzzle yet.
Why this is here
Setting labels: contemporary world · small town · house setting · prison setting · urban blackout · home base · contained setting
Semantic match: ranked by setting
Distance: 0.1988
In a virus-ravaged America, teens with strange powers are hunted, recruited, and divided by fear, loyalty, and war.
Why this is here
Setting labels: United States · small town · high school · military base · quarantine camp
Semantic match: ranked by setting
Distance: 0.2004
When adults transform into hostile hosts at age 18, two brothers race to save their town and each other.
Why this is here
Setting labels: small town · rural setting · farm setting · school refuge · war zone · near-future apocalypse · post-invasion world · town under siege · isolated community · American rural
Semantic match: ranked by setting
Distance: 0.2030
When a sleep plague cocoons women worldwide, a small Appalachian town confronts chaos, blame, and one immune mystery woman.
Why this is here
Setting labels: near-future · small Appalachian town · West Virginia · women's prison · global setting · small-town America · prison setting · alternative realm · Other side · wasteland version of town
Semantic match: ranked by setting
Distance: 0.2031
A teen training in her family’s memory-erasing business uncovers missing time, town secrets, and a buried past.
Why this is here
Setting labels: small town · Texas · desert town · rural setting · isolated community · mine town · contemporary setting · atmospheric setting · southern setting · possible dystopian undertones
Semantic match: ranked by setting
Distance: 0.2038
A late-career Bradbury collection of 21 short, fantastical tales blending nostalgia, wonder, menace, and wit.
Why this is here
Setting labels: American settings · small-town America · nostalgic past · contemporary pastiche · alternate reality
Semantic match: ranked by setting
Distance: 0.2040
A sarcastic slacker duo battles an apparently zombie-like spider infestation and a looming apocalypse in their town.
Why this is here
Setting labels: small town · Midwestern U.S. · quarantine · internment camps · contemporary · near-apocalyptic · urban fantasy world · otherworldly
Semantic match: ranked by setting
Distance: 0.2048
A drifter inherits a lead to a hidden town where nobody ages or dies, but leaving may be impossible.
Why this is here
Setting labels: small town · rural America · backwater town · isolated town · sealed community · timeless setting · fictional town
Semantic match: ranked by setting
Distance: 0.2063
A grief-stricken teen who sees the past joins a secret time-travel world to stop a death and unravel her own gift.
Why this is here
Setting labels: Southern town · boarding school · small town · present day · historic buildings · secret facility · mental institution
Semantic match: ranked by setting
Distance: 0.2089
After an EMP attack wipes out electronics, a North Carolina town struggles to survive the sudden collapse of modern life.
Why this is here
Setting labels: small town · North Carolina · contemporary America · post-apocalyptic · societal collapse · rural community
Semantic match: ranked by setting
Distance: 0.2092
A writer uncovers why forever products and vanishing people are unraveling the economy, identity, and reality itself.
Why this is here
Setting labels: small-town America · rural America · future America · Cold War era · 1950s future · parallel Earths · alternate worlds · Earthbound · pastoral setting
Semantic match: ranked by setting
Distance: 0.2157
A linked collection of haunting stories blends ghosts, pandemics, and social dread with family-centered speculative horror.
Why this is here
Setting labels: small Florida town · rural Florida · southern setting · haunted town · summer setting · historical settings · post-apocalyptic world · pandemic world · apocalyptic future · otherworldly reality
Semantic match: ranked by setting
Distance: 0.2170
