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Combine common axes
These books are ranked using the tone labels extracted for The White Rose.
Tone labels used: darker, tense, gripping, suspenseful, emotional, disturbing, addictive, intense, uneven
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A rebellious young woman from a gender-divided nation goes undercover across a toxic river and risks everything to survive.
Why this is here
Tone labels: tense · suspenseful · dark · angry · intense · chaotic · emotional · disturbing · engaging · addictive
Semantic match: ranked by tone
Distance: 0.0679
A soldier-turned-leader fights to hold a growing refuge together as the infected evolve and human rivals close in.
Why this is here
Tone labels: dark · gritty · tense · suspenseful · emotional · bleak · intense · horrific · realistic · addictive
Semantic match: ranked by tone
Distance: 0.0789
After an EMP collapse, separated survivors race home and fight sabotage, militia power grabs, and a relentless pursuer.
Why this is here
Tone labels: tense · suspenseful · dark · grim · high-stakes · stressful · addictive · gripping · harrowing · violent
Semantic match: ranked by tone
Distance: 0.0813
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
Tone labels: tense · dark · suspenseful · intense · sexy · angsty · disturbing · frustrating · horrifying · addictive
Semantic match: ranked by tone
Distance: 0.0841
A secretive teen enforcer in a magically divided London must choose between her hidden truth, her father, and a looming war.
Why this is here
Tone labels: dark · addictive · suspenseful · thrilling · gripping · tense · mysterious · dramatic · emotional
Semantic match: ranked by tone
Distance: 0.0868
After surviving the Games, Katniss is forced back into a new arena as rebellion brews and the Capitol closes in.
Why this is here
Tone labels: intense · tense · dark · grim · emotional · urgent · gripping · addictive · brutal · thrilling · heartbreaking · bittersweet · suspenseful · ominous
Semantic match: ranked by tone
Distance: 0.0913
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: 0.0927
With Bobby absent, his allies must defend Second Earth as a cult-driven takeover and the Convergence push Halla toward collapse.
Why this is here
Tone labels: dark · intense · suspenseful · emotional · shocking · bleak · thrilling · chaotic · disturbing · heartbreaking · tense
Semantic match: ranked by tone
Distance: 0.0935
An EMP strands a deputy and his son in a winter-collapse small town where survival means facing cold, panic, and violence.
Why this is here
Tone labels: gripping · brutal · dark · tense · heartbreaking · suspenseful · anxiety-inducing · emotionally intense · compulsive
Semantic match: ranked by tone
Distance: 0.0965
A survivor and his allies face deadly team games in a parallel world, while side stories reveal how others entered Borderland.
Why this is here
Tone labels: tense · brutal · suspenseful · dark · intense · thrilling · psychological · desperate · bleak · action-packed · emotionally gripping
Semantic match: ranked by tone
Distance: 0.0968
A lower-caste rebel enters a televised princess competition to spy on the palace, but the trials turn deadly.
Why this is here
Tone labels: dark · tense · ruthless · intense · angsty · gripping · bloody · oppressive · addictive
Semantic match: ranked by tone
Distance: 0.0973
A clairvoyant crime-gang operative in dystopian London is captured and forced to survive a secret world of power, control, and escape.
Why this is here
Tone labels: dark · gritty · oppressive · intense · mysterious · atmospheric · creepy · emotional · intriguing · addictive
Semantic match: ranked by tone
Distance: 0.0974
