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These books are ranked using the setting labels extracted for Dead Happy.
Setting labels used: isolated island, remote camp, experimental facility, contained setting
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A traumatized artist on a remote island is pulled into a terrifying secret tied to a nearby research facility.
Why this is here
Setting labels: remote island · archipelago · isolated house · government research facility · stormy landscape
Semantic match: ranked by setting
Distance: 0.1639
A teen heads to a secret Pacific island to find her mother and discovers lab-grown humans, lies, and danger.
Why this is here
Setting labels: remote island · Pacific island · island lab · tropical setting · isolated island · Guam · Boston · contemporary world · secret research facility
Semantic match: ranked by setting
Distance: 0.1804
A biotech experiment to solve organ shortages unleashes deadly genetic predators on an isolated island.
Why this is here
Setting labels: remote island · Lake Superior · Canadian Arctic · isolated facility · winter setting · biotech lab · research station · wilderness setting · contained setting · off-grid
Semantic match: ranked by setting
Distance: 0.1823
A scout troop’s camping trip on an isolated island turns into a fight for survival when a ravenous, infected stranger arrives.
Why this is here
Setting labels: Canadian wilderness · isolated island · camping trip · remote island · eastern Canada · wilderness survival · contained setting · nature isolation
Semantic match: ranked by setting
Distance: 0.2044
Antarctic scientists uncover a frozen alien and trigger a tense struggle to identify who among them has been replaced.
Why this is here
Setting labels: Antarctica · isolated research station · frozen wasteland · 1930s · remote base · scientific outpost · ice-bound setting · deep isolation
Semantic match: ranked by setting
Distance: 0.2188
A shy teen journals to an estranged friend as a deadly virus quarantines her island and forces survival, loss, and change.
Why this is here
Setting labels: isolated island · Canadian setting · small community · quarantine zone · contemporary world · near-present · mainland offscreen
Semantic match: ranked by setting
Distance: 0.2196
A teen Antarctic research trip turns deadly when Riley suspects her crew is being infiltrated by a shape-shifting monster.
Why this is here
Setting labels: Antarctica · research station · isolated outpost · polar setting · winter break · remote wilderness · icebound setting · confined location
Semantic match: ranked by setting
Distance: 0.2221
A teen science geek and her friends gain wolf-like powers and race to solve a cold-case murder on a coastal island.
Why this is here
Setting labels: secluded island · South Carolina coast · remote island · small-town coastal setting · research island · high school setting · contemporary setting · ecological preserve · laboratory setting · isolated community
Semantic match: ranked by setting
Distance: 0.2328
A shipwreck survivor lands on a remote island where a disgraced scientist is reshaping animals into humanlike beings.
Why this is here
Setting labels: Pacific island · remote island · South Pacific · shipboard setting · colonial island · isolated laboratory · late 19th century · Victorian era · England · tropical isolation
Semantic match: ranked by setting
Distance: 0.2329
A gifted orphan is abducted to a secret school for villains and must outwit its staff to escape with new friends.
Why this is here
Setting labels: isolated island · volcanic island · secret school · boarding school · high-tech facility · hidden compound
Semantic match: ranked by setting
Distance: 0.2338
A special forces team lands on a secret island to investigate a lost mission and finds a deadly, inhuman threat.
Why this is here
Setting labels: remote island · Pacific Ocean · off the maps · secret facility · military installation · aircraft carrier · WWII-era island · abandoned research site · contemporary setting · wartime backstory · experimental site · island thriller
Semantic match: ranked by setting
Distance: 0.2340
Five friends head to a remote cabin, but a hidden system, monsters, and a bigger ritual turn a routine horror setup inside out.
Why this is here
Setting labels: remote cabin · woods · vacation getaway · control room · secret facility · experiment setting · modern setting · contained location
Semantic match: ranked by setting
Distance: 0.2353
