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Combine common axes
These books are ranked using the tone labels extracted for The Last Town.
Tone labels used: bleak, tense, suspenseful, frantic, violent, gory, nightmarish, adrenaline-fueled, disturbing, creepy, intense, thrilling
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A wrongfully imprisoned teen faces solitary confinement, mutant horrors, and another desperate escape plan underground.
Why this is here
Tone labels: tense · claustrophobic · frantic · grim · creepy · horrific · suspenseful · bleak · emotionally intense · adrenaline-fueled
Semantic match: ranked by tone
Distance: 0.0467
Humanity survives in failing airships, while elite divers risk deadly surface missions to scavenge the parts keeping everyone alive.
Why this is here
Tone labels: bleak · grim · dark · tense · suspenseful · horrific · adrenaline-fueled · melancholy · harsh
Semantic match: ranked by tone
Distance: 0.0476
A failed escape lands a teen prisoner in a grotesque transformation into the monster he fears most.
Why this is here
Tone labels: grim · tense · horrific · urgent · suspenseful · bleak · adrenaline-fueled · claustrophobic · dark · intense
Semantic match: ranked by tone
Distance: 0.0525
A military strike team and a scientist race to reclaim New York as a failed cure creates smarter, deadlier Variants.
Why this is here
Tone labels: tense · bleak · gritty · adrenaline-fueled · horror-tinged · menacing · high-intensity · dark · frantic · violent
Semantic match: ranked by tone
Distance: 0.0591
A shattered teen resistance fights a brain-hacking enemy in a high-tech war over free will and sanity.
Why this is here
Tone labels: bleak · dark · intense · terrifying · mind-bending · violent · gruesome · suspenseful · bizarre · fast-paced · thrilling · edgy · chaotic · disturbing
Semantic match: ranked by tone
Distance: 0.0615
A teen survivor and a silent toddler navigate a silent, monster-filled world, then uncover dangerous secrets in a refuge.
Why this is here
Tone labels: tense · creepy · thrilling · intense · suspenseful · bleak · frightening · gritty · mysterious · action-packed · uneasy · paranoid
Semantic match: ranked by tone
Distance: 0.0625
Three teens trapped in a gang-run walled city race a countdown to escape, rescue family, and survive.
Why this is here
Tone labels: dark · gritty · grim · intense · tense · urgent · brooding · bleak · suspenseful · heartbreaking · raw · adrenaline-fueled · claustrophobic · thrilling
Semantic match: ranked by tone
Distance: 0.0626
Three stranded groups battle snow, secrets, and a deadly virus in a tense, twisty survival thriller.
Why this is here
Tone labels: dark · bleak · claustrophobic · chilling · gripping · tense · atmospheric · foreboding · nightmarish · despairing · intense · suspenseful · gruesome · grim · dread-filled
Semantic match: ranked by tone
Distance: 0.0628
A covert CIA-linked team races to contain a bioweapon outbreak that turns people into relentless monsters before humanity falls.
Why this is here
Tone labels: dark · creepy · scary · intense · suspenseful · urgent · bleak · adrenaline-fueled · gory
Semantic match: ranked by tone
Distance: 0.0642
A Sith master and his apprentice hide in the shadows while Jedi suspicion, ancient lore, and deadly power struggles close in.
Why this is here
Tone labels: dark · violent · grim · tense · intense · thrilling · brooding · horror-tinged · ruthless · suspenseful
Semantic match: ranked by tone
Distance: 0.0646
Three months into a trapped, adult-free town, starving kids battle rival factions, new powers, and a hungry darkness.
Why this is here
Tone labels: dark · bleak · intense · gripping · tense · suspenseful · chaotic · violent · eerie · disturbing · frustrating
Semantic match: ranked by tone
Distance: 0.0648
In a future ruled by rival families, a poisoned patriarch and a widening war push one Lazarus soldier into a brutal, high-stakes mission.
Why this is here
Tone labels: bleak · intense · violent · tense · gritty · adrenaline-fueled · dark · suspenseful
Semantic match: ranked by tone
Distance: 0.0650
