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Combine common axes
These books are ranked using the tone + premise labels extracted for Deep Freeze. Books rank higher when they are close on every selected axis.
Tone labels used: tense, suspenseful, gripping, intense, ominous, eerie, gritty, grim
Premise labels used: immortality, cryonics, resurrection, medical conspiracy, secret experiment, survival mystery, truth-seeking
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone + premise embeddings are close.
A sky crack triggers blind, murderous rage worldwide, forcing a few immune survivors to fight for humanity.
Why this is here
Tone labels: tense · gripping · dark · intense · horrifying · atmospheric · suspenseful · urgent · grim · violent
Premise labels: mysterious sky crack · mass transformation · blind rage · immune survivors · collapsing society · apocalyptic survival · unknown cause · no cure · no safe haven
Semantic match: ranked by tone + premise
Distance: 0.1486
A chip-bound teen must uncover who controls her mind before a hidden enemy turns her own body into a weapon.
Why this is here
Tone labels: tense · creepy · chilling · intense · suspenseful · urgent · dark
Premise labels: body control · mind manipulation · identity crisis · chip technology · truth-seeking · family protection · survival · conspiracy
Semantic match: ranked by tone + premise
Distance: 0.1490
In a fear-only future, a fugitive discovers blood that restores emotion and may awaken all humanity.
Why this is here
Tone labels: dark · gripping · intense · grim · eerie · ominous · suspenseful · cinematic
Premise labels: emotionless society · fear-controlled society · post-apocalyptic future · secret truth · restore humanity · blood as cure · forbidden knowledge · awakening humanity
Semantic match: ranked by tone + premise
Distance: 0.1601
A court psychologist and defense lawyer investigate a cured zombie plague—and a possible second outbreak.
Why this is here
Tone labels: dark · grim · disturbing · creepy · suspenseful · tense
Premise labels: zombie cure · post-apocalypse aftermath · trial of creators · survival society · infected reintegration · psychological aftermath · legal accountability · second outbreak threat
Semantic match: ranked by tone + premise
Distance: 0.1642
In a virus-ravaged future, a teen medic hunts for a cure by studying the engineered beings blamed for humanity’s fall.
Why this is here
Tone labels: tense · gripping · dark · urgent · intense · suspenseful · bleak · action-heavy · thought-provoking · emotionally charged
Premise labels: human extinction · viral apocalypse · engineered soldiers · cure quest · medical mystery · survival story · race against time
Semantic match: ranked by tone + premise
Distance: 0.1659
Three survivor groups race through a sudden, mysterious cascade of disasters as the world falls apart around them.
Why this is here
Tone labels: tense · suspenseful · frightening · terrifying · dark · grim · emotional · heart-pounding · nail-biting
Premise labels: apocalypse · end of the world · survival · disaster survival · search for loved ones · find shelter · race to safety · civilization collapse · nature revolt · mystery catastrophe
Semantic match: ranked by tone + premise
Distance: 0.1668
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
Premise labels: survival · alien invasion · monster attack · post-collapse society · protective caregiving · safe haven with secrets · human survival
Semantic match: ranked by tone + premise
Distance: 0.1677
A teen girl killed every other birthday and a nightmare-haunted classmate uncover a townwide conspiracy as an asteroid nears Earth.
Why this is here
Tone labels: suspenseful · tense · dark · sinister · terrifying · intense · mysterious · unpredictable · frustrating · mind-bending
Premise labels: birthday murder loop · memory reset · teen conspiracy · asteroid threat · apocalypse countdown · secret experiment · hidden truth · small-town mystery · survival stakes
Semantic match: ranked by tone + premise
Distance: 0.1711
A sky crack blinds people and turns them into killers, forcing a handful of survivors to endure an escalating apocalypse.
Why this is here
Tone labels: dark · gripping · tense · intense · horrifying · action-packed · suspenseful · emotional · disturbing · creepy · gritty
Premise labels: apocalypse event · blind rage · mass transformation · survival struggle · societal collapse · immune survivors · mysterious sky phenomenon · fight for mankind · good vs evil
Semantic match: ranked by tone + premise
Distance: 0.1718
A hunted immortal teen is captured for experiments and pulled deeper into the hidden world of demi-humans.
Why this is here
Tone labels: dark · grim · brutal · chilling · tense · creepy · bleak · disturbing · suspenseful · heartbreaking · violent
Premise labels: immortal human · hidden species · government experiment · fugitive protagonist · human versus monster · survival quest · search for others · experimental captivity
Semantic match: ranked by tone + premise
Distance: 0.1742
In a plague-ravaged world, captive hybrid children and a mercenary’s past reveal new clues to a terrifying mystery.
Why this is here
Tone labels: grim · dark · bleak · depressing · heartbreaking · unsettling · suspenseful · emotional · intense
Premise labels: plague cure · hybrid children · captivity · survival · post-apocalyptic world · military-scientific compound · origin mystery · backstory reveal
Semantic match: ranked by tone + premise
Distance: 0.1743
Awakened mid-crisis on a damaged ship, a snarky tech uncovers secrets among AI, cyborgs, and her own crew.
Why this is here
Tone labels: tense · suspenseful · paranoid · snarky · thriller-leaning · creepy · frantic · darker
Premise labels: cryo-sleep · damaged spaceship · shipboard mystery · AI suspicion · cyborg crew · return journey · paranoia · hidden secrets · survival · human vs machine
Semantic match: ranked by tone + premise
Distance: 0.1759
