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Combine common axes
These books are ranked using the premise + setting labels extracted for Nemesis. Books rank higher when they are close on every selected axis.
Premise labels used: birthday murder loop, memory reset, teen conspiracy, asteroid threat, apocalypse countdown, secret experiment, hidden truth, small-town mystery, survival stakes
Setting labels used: Idaho, small town, rural town, high school, present day, woods, isolated town, Fire Lake, Earth-threatening apocalypse
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
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
Premise labels: asteroid impact · end of the world · countdown · small town crisis · suspicious death · consequence-free behavior
Setting labels: small town · coastal town · high school · pre-apocalyptic future · present-day contemporary reality
Semantic match: ranked by premise + setting
Distance: 0.1704
A bookish teen in a mountain town wakes changed, craving blood, and must uncover what’s happening before it consumes her.
Why this is here
Premise labels: teen transformation · vampire mystery · small-town secrets · forbidden attraction · blood hunger · identity crisis · monster origin mystery · shared change · survival mystery · coming of age
Setting labels: small town · mountain town · forest setting · wilderness · Adirondacks · contemporary setting · high school · rural setting · isolated community · natural landscape
Semantic match: ranked by premise + setting
Distance: 0.1844
A newly appointed sheriff in a surveillance-bound town must solve a murder while navigating buried truths and rebellion.
Why this is here
Premise labels: isolated town · surveillance state · secret society · murder investigation · resistance movement · hidden truth · last town
Setting labels: small town · isolated community · fenced town · surveillance town · post-apocalyptic world · dystopian future · rural Idaho
Semantic match: ranked by premise + setting
Distance: 0.1963
After a town-wide revelation, Ethan Burke must help Wayward Pines survive when its defenses fail and the outside threat pours in.
Why this is here
Premise labels: controlled town · survival crisis · truth reveal · siege · authoritarian control · post-apocalyptic settlement
Setting labels: small town · isolated town · Idaho · fenced enclosure · post-apocalyptic future · dystopian setting · mountain town · last human settlement
Semantic match: ranked by premise + setting
Distance: 0.2097
A returning writer finds his hometown transformed by eerie apathy, hanging corpses, and a search for his missing son.
Why this is here
Premise labels: homecoming · missing child · small-town collapse · widespread strange behavior · body-horror mystery · apocalyptic outbreak · author protagonist · family search · social contagion
Setting labels: modern day · small town · hometown · isolated cabin · post-apocalyptic world · dystopian world · town under collapse · hospital · roadside crime scene
Semantic match: ranked by premise + setting
Distance: 0.2126
In a town where adults turn into werewolves monthly, a teen and his friends uncover a deeper, more sinister secret.
Why this is here
Premise labels: isolated town · werewolf world · kids protect adults · secret conspiracy · small-town mystery · monster in plain sight · controlled experiment · hidden truth · virus outbreak · coming-of-age crisis
Setting labels: remote town · small town · isolated community · post-disruption world · dystopian future · confinement nights · full moon cycle · near-future science fiction · contained setting · small-town surveillance
Semantic match: ranked by premise + setting
Distance: 0.2136
A grieving teen reopens her father’s alien hunt and finds the truth is far stranger—and darker—than anyone believed.
Why this is here
Premise labels: missing parent · alien abduction · small-town mystery · teen investigation · secret trap · captured alien · government conspiracy · family grief · revenge
Setting labels: small-town Iowa · rural Iowa · high school setting · woods · contemporary setting · school environment · present day
Semantic match: ranked by premise + setting
Distance: 0.2141
A teen fugitive finds a supposedly safe town is just another layer of the same deadly experiment.
Why this is here
Premise labels: escape attempt · surveillance state · captivity · twisted experiment · hidden control · school conspiracy · robot doubles · impostor town · truth-seeking · survival game
Setting labels: isolated school · small town · woods · confined setting · experimental facility · controlled community · near-future dystopia · fictional reality · camp
Semantic match: ranked by premise + setting
Distance: 0.2155
In a brutal post-apocalyptic winter, Alex and her scattered allies fight evolving monsters, betrayal, and each other.
Why this is here
Premise labels: post-apocalyptic survival · zombie outbreak · evolving monsters · teen survival group · brain anomaly · mysterious apocalypse · betrayal and terror
Setting labels: post-apocalyptic world · winter survival · wilderness · small-town enclave · dystopian America · apocalyptic America · isolated community · post-EMP world
Semantic match: ranked by premise + setting
Distance: 0.2189
In an isolated desert village, two sisters endure a fading sun, strange beacons, and a family mystery tied to their missing father.
Why this is here
Premise labels: vanishing sun · isolated village · sisterhood · family mystery · survival · quiet apocalypse · mysterious transformation · unknowable phenomenon
Setting labels: isolated village · desert settlement · lakeside town · small town · climate-collapse setting · speculative world
Semantic match: ranked by premise + setting
Distance: 0.2214
A quarantined town suffers memory-erasing rain, and one retired doctor journals a fight to survive and stay herself.
Why this is here
Premise labels: memory loss · amnesia rain · quarantine town · isolation · survival · collapse of self · locked-in community · mysterious disaster
Setting labels: small town · isolated town · rainy town · quarantine zone · postapocalyptic setting · dystopian setting · closed community · military blockade · constant rain · technology outage
Semantic match: ranked by premise + setting
Distance: 0.2226
After solar flares plunge half the world into darkness, survivors race a serial killer, rising chaos, and each other.
Why this is here
Premise labels: solar flare apocalypse · power grid collapse · serial killer hunt · survival crisis · small-town crime · civilizational breakdown · investigation under collapse
Setting labels: rural wilderness · Michigan Upper Peninsula · small town · global apocalypse · post-collapse world · solar flare aftermath · darkened world
Semantic match: ranked by premise + setting
Distance: 0.2251
