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Combine common axes
These books are ranked using the tone + premise labels extracted for Chasing the Shadows. Books rank higher when they are close on every selected axis.
Tone labels used: snarky, humorous, light, playful, adventurous, tense, exciting, mysterious, sweet, romantic, energetic, fun
Premise labels used: hidden identity, fake death, alien threat, galactic rescue delay, communication blackout, security training, hacking, archaeological mystery, protect the base, survive until rescue
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone + premise embeddings are close.
A queer salvage crew races to stop an ancient alien threat while navigating trust, romance, and a deadly VR-powered mystery.
Why this is here
Tone labels: fun · lighthearted · humorous · witty · snarky · playful · tense · adventurous
Premise labels: crew on mission · galactic threat · ancient aliens · nanotechnology threat · virtual reality · rescue mission · investigation · protect humanity
Semantic match: ranked by tone + premise
Distance: 0.1416
A snarky teen follows her archaeologist parents through time-skewed space to solve a mystery tied to alien terracotta warriors.
Why this is here
Tone labels: snarky · witty · humorous · adventurous · suspenseful · romantic · lighthearted · tense · fun · exciting · intriguing · heartfelt · youthful · actiony
Premise labels: archaeology in space · interstellar mystery · illegal hacking · time dilation travel · ancient artifact investigation · planetary discovery · missing population · alien mystery · research mission
Semantic match: ranked by tone + premise
Distance: 0.1521
A coma-waking abductee and a pursuing alien captain collide on a hidden moon base as AI allies and old enemies close in.
Why this is here
Tone labels: tense · adventurous · fun · sweet · humorous · light · bleak · dramatic · satisfying · romantic · action-packed
Premise labels: alien abduction · coma awakening · abandoned base · stranded survivor · crossfire survival · rescued by AI · space standoff · diplomatic complication · secret moon base · rogue ship pursuit · found family · protective AI · sentient machines · alien tech discovery
Semantic match: ranked by tone + premise
Distance: 0.1542
In a near-future city split by genetic enhancement, a mass-death mystery pulls a misfit group into chaos.
Why this is here
Tone labels: humorous · darkly comedic · snarky · sarcastic · quirky · sardonic · witty · fast-moving · frenetic · irreverent · playful
Premise labels: near-future crisis · mass death mystery · genetic divide · augmented humans · anti-mod conflict · government cover-up · hackers and misfits · survival mission · sentient AI conflict · pandemic scare
Semantic match: ranked by tone + premise
Distance: 0.1601
A mechanic and his alien partner juggle saucer repairs, friendships, and trouble while a deadly threat looms.
Why this is here
Tone labels: humorous · lighthearted · campy · snarky · whimsical · playful · absurd · clean · upbeat · fun
Premise labels: damaged saucer · alien arrival · plague threat · repair mission · helping others · small-scale problem solving · community aid · secret alien presence
Semantic match: ranked by tone + premise
Distance: 0.1628
A college physics team opens a portal to an untouched Earth just before Yellowstone erupts, forcing a desperate mass escape.
Why this is here
Tone labels: lighthearted · fun · playful · snarky · humorous · dark humor · optimistic · adventurous · can-do
Premise labels: portal discovery · alternate Earth · supervolcano disaster · survival migration · civilization collapse · resource scarcity · colony building · start over
Semantic match: ranked by tone + premise
Distance: 0.1634
A time-lost special forces captain wakes 300 years later as a living goddess and must hide her identity while falling in love.
Why this is here
Tone labels: light · fun · cute · sweet · romantic · adventurous · playful · humorous · earnest · melodramatic · swoony · fluffy
Premise labels: time-slip · false deity · hidden identity · future awakening · religious misunderstanding · space station survival · lost-in-time heroine · forced secrecy · enemy returns · romance under disguise
Semantic match: ranked by tone + premise
Distance: 0.1645
A snarky AI and a human commander race to protect Earth while checking on stranded troops on an alien world.
Why this is here
Tone labels: humorous · snarky · lighthearted · action-packed · tense · playful · irreverent · adventurous
Premise labels: rescue mission · behind-enemy-lines · stranded humans · covert ops · alien conflict · mission under secrecy · survival struggle · earth security
Semantic match: ranked by tone + premise
Distance: 0.1661
A space-freighter captain races to rescue a kidnapped boy and stop a power grab while juggling family, danger, and romance.
Why this is here
Tone labels: fun · light · witty · snarky · humorous · fast-paced · adventurous · satisfying · feelgood · rollicking · irreverent · playful · high-energy · easygoing
Premise labels: kidnapped child · rescue mission · space crew · artifact quest · system takeover · promised rescue · fugitive pursuit · final confrontation
Semantic match: ranked by tone + premise
Distance: 0.1669
A space-station janitor who hides a secret life gets pulled into murder, intrigue, and a slow-burn romance.
Why this is here
Tone labels: fun · lighthearted · quirky · breezy · humorous · sweet · ridiculous · escapist · easygoing · playful · gentle
Premise labels: space station janitor · dead body discovery · maintenance sleuth · undercover identity · class divide · mystery solving · accidental detective · space station life
Semantic match: ranked by tone + premise
Distance: 0.1670
A spacefaring investigator and his crew chase a guild-wide conspiracy, a kidnapping, and stolen minds across the galaxy.
Why this is here
Tone labels: light · fun · humorous · snarky · escapist · witty · adventurous · fast-paced · playful
Premise labels: guild corruption · abduction mystery · rescue mission · stolen minds · criminal conspiracy · law enforcement · spacefaring investigation
Semantic match: ranked by tone + premise
Distance: 0.1671
A retired soldier turned colonial ombudsman is pulled into leading a new settlement whose hidden purpose sparks galactic intrigue.
Why this is here
Tone labels: humorous · snarky · lighthearted · serious · wry · optimistic · tense · playful · entertaining · adventurous
Premise labels: colonial expansion · new colony · retired soldiers · interstellar politics · secret agenda · pawn in conflict · survival mission
Semantic match: ranked by tone + premise
Distance: 0.1693
