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These books are ranked using the setting labels extracted for Sparks!.
Setting labels used: fictional city, urban setting, lab escape, science fiction world, alien invasion, animal experimentation, contemporary setting, Earth
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A burned-out comic artist is pulled into a quirky alien invasion and must help stop Earth’s destruction.
Why this is here
Setting labels: modern day · Earth · city setting · apocalypse · alien invasion · contemporary reality · fictional aliens · extraterrestrial setting
Semantic match: ranked by setting
Distance: 0.1303
A clinical alien doctor buys a human breeder for his repopulation plan, but their power dynamic turns dangerously personal.
Why this is here
Setting labels: alien planet · spacefaring society · lab setting · medical setting · breeding farm · conquered world · exile · science fiction world
Semantic match: ranked by setting
Distance: 0.1367
The first Lux story is retold through Daemon’s eyes, revealing his hidden motives, protectiveness, and growing attraction.
Why this is here
Setting labels: Earth · alien society · colony · small-town · contemporary setting · paranormal world · science fiction world · urban setting
Semantic match: ranked by setting
Distance: 0.1391
A shy PR director must rebrand a gruff alien supervillain as a hero—and their fake romance turns real.
Why this is here
Setting labels: Earth · contemporary setting · alternate Earth · superhero society · alien arrival · corporatized heroes · urban setting · modern day · fictionalized reality
Semantic match: ranked by setting
Distance: 0.1491
A hidden Bengal Breed returns to claim the mate he left behind, while vengeance, secrets, and old wounds collide.
Why this is here
Setting labels: lab setting · experimental facility · sanctuary · desert setting · Native American setting · urban fantasy world · contemporary setting
Semantic match: ranked by setting
Distance: 0.1528
A ruthless scientist in a sinking city finds a door in her basement—and a duplicate self that begins taking her place.
Why this is here
Setting labels: fictional city · sinking city · corporate lab · basement setting · underground research · speculative reality · urban collapse · Silicon Valley-inspired
Semantic match: ranked by setting
Distance: 0.1658
![Cover of エルフェンリート 1 [Elfen Lied 1] by Lynn Okamoto](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1437196298i/555412.jpg)
An escaped mutant with split identities is taken in by strangers while the government hunts her down.
Why this is here
Setting labels: Japanese setting · government laboratory · secret facility · urban setting · contemporary setting · science fiction reality · speculative biology
Semantic match: ranked by setting
Distance: 0.1684
A storybot chronicles two siblings' struggle to save a sinking cyberpunk city amid revolution, bot rights, and wish-granting tech.
Why this is here
Setting labels: sinking city · future city · cyberpunk city · flooded city · decaying urban setting · off-world planet · far-future setting · interplanetary backdrop · colonized world · localized city setting
Semantic match: ranked by setting
Distance: 0.1691
A hunted assassin Breed is forced into a sheriff’s orbit, igniting a fated bond that could expose dangerous secrets.
Why this is here
Setting labels: small town · New Mexico · desert setting · lab escape backstory · scientific facility · breed society · futuristic setting · paranormal world · urban fantasy world
Semantic match: ranked by setting
Distance: 0.1694
A human cast into a planet ruled by intelligent apes must prove his mind and survive a world turned upside down.
Why this is here
Setting labels: outer space · distant planet · alien world · future · scientific society · simian civilization · earth-like planet · zoo/lab setting
Semantic match: ranked by setting
Distance: 0.1712
Three interconnected Ambergris books trace a fungal city’s hidden history through shifting forms, voices, and genres.
Why this is here
Setting labels: fictional city · secondary world · fungal ecology · subterranean society · historical city · post-colonial setting · dreamlike setting
Semantic match: ranked by setting
Distance: 0.1744
A memory-wiped super soldier wakes in a lab and must decide whether his doctor is his guide, lover, or jailer.
Why this is here
Setting labels: laboratory · dystopian future · post-apocalyptic Earth · corporate-controlled world · war-torn future · science experiment setting
Semantic match: ranked by setting
Distance: 0.1744
