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These books are ranked using the setting labels extracted for Invasion.
Setting labels used: contemporary setting, college town, hospital setting, American town, global outbreak, late 1990s
Focused on “contemporary 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.
During a rabies-like outbreak in Massachusetts, a pregnant woman and her doctor friend race through quarantine to reach care.
Why this is here
Setting labels: Massachusetts · New England · hospital setting · quarantine setting · curfew setting · urban/suburban survival · post apocalyptic landscape · pandemic setting · contemporary setting · United States
Semantic match: ranked by setting
Distance: 0.1756
In a beauty-obsessed world, an STD grants perfection to those infected—until deadly consequences spark a conspiracy chase.
Why this is here
Setting labels: modern society · contemporary setting · near-present world · pandemic setting · urban setting · speculative reality
Semantic match: ranked by setting
Distance: 0.1948
A traumatized teen stockpiles for disaster, then must survive a deadly flu outbreak while her town falls apart.
Why this is here
Setting labels: high school · New Jersey · suburban town · East Coast · contemporary setting · global outbreak · quarantine · homebound survival · school closure
Semantic match: ranked by setting
Distance: 0.1948
A woman in a hospital remembers an explosion, and a doctor’s questions slowly turn a simple recovery into something darker.
Why this is here
Setting labels: hospital · aftermath of explosion · domestic setting · contemporary setting · real-world setting
Semantic match: ranked by setting
Distance: 0.1958
A sleeping sickness strikes a California college town, and the wakeful struggle to protect each other as dreams deepen.
Why this is here
Setting labels: Southern California · college town · small town · campus setting · dormitory · hospital · quarantine zone · contemporary setting · isolated community · fictional town
Semantic match: ranked by setting
Distance: 0.1995
After a bite in the middle of a world-spreading virus outbreak, a slacker must survive as neither fully human nor fully infected.
Why this is here
Setting labels: Austin, Texas · global outbreak · quarantine · jail · college campus · post-collapse world · contemporary setting
Semantic match: ranked by setting
Distance: 0.2025
A woman with recurring dreams of a husband she’s never met finds him in real life—just as reality starts to unravel.
Why this is here
Setting labels: contemporary setting · hospital setting · medical setting · parallel universe · time travel · multiple timelines
Semantic match: ranked by setting
Distance: 0.2108
A prepared former Marine tries to protect his family as a lethal flu pandemic triggers neighborhood breakdown.
Why this is here
Setting labels: Maine · New England · suburban neighborhood · one street · one house · one neighborhood · small-town USA · contemporary setting · global outbreak · winter setting · post-collapse society · quarantine at home
Semantic match: ranked by setting
Distance: 0.2181
In an alternate America where calling someone stupid is illegal, one outspoken professor’s life and friendships unravel.
Why this is here
Setting labels: alternate America · near future · contemporary setting · small-town America · university setting · media world · home and family setting
Semantic match: ranked by setting
Distance: 0.2196
A queer college freshman facing suicide gets nine days to choose life as an asteroid heads for Earth.
Why this is here
Setting labels: college campus · college dorm · family home · apocalypse setting · modern-day · contemporary setting · asteroid impact · end-times reality
Semantic match: ranked by setting
Distance: 0.2225
A queer married couple faces love, grief, and goodbye as one husband slowly succumbs to a zombie-like infection.
Why this is here
Setting labels: zombie apocalypse · pandemic · quarantine · infection control · post-outbreak · contemporary setting · married life
Semantic match: ranked by setting
Distance: 0.2289
A retired avant-garde composer turns a home biology experiment into a fugitive, late-life reckoning with art, family, and fear.
Why this is here
Setting labels: post-9/11 America · small-town America · college town · road novel · home laboratory · contemporary setting · security-state environment · music world · academic world · retirement age
Semantic match: ranked by setting
Distance: 0.2294
