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These books are ranked using the setting labels extracted for Visions of Heat.
Setting labels used: futuristic, future world, PsyNet, shifter pack, isolated compound, DarkRiver territory, urban fantasy setting, science-fictional world, cloistered society, controlled society
Focused on “dystopian future” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A Psy scientist on the run and a latent leopard sentinel are forced into alliance, attraction, and a fight for freedom.
Why this is here
Setting labels: futuristic world · paranormal world · shifter world · psychic society · urban setting · pack territory · scientific facility · dystopian control
Semantic match: ranked by setting
Distance: 0.1282
A dominant leopard sentinel and a wolf lieutenant collide in a high-heat alliance romance amid kidnappings and conspiracy.
Why this is here
Setting labels: alternate future · urban fantasy world · pack politics · psychic society · shifter world · alliance tension · war footing
Semantic match: ranked by setting
Distance: 0.1544
A hardboiled detective probes the murder of a gigantic elite Titan in a near-future society built on life-extending biotech.
Why this is here
Setting labels: near future · dystopian future · fictional city · urban noir · corporate dystopia · rich enclave · class-stratified society · posthuman society · cyberpunk-like setting
Semantic match: ranked by setting
Distance: 0.1946
A teen chooses a rival faction in a fractured future and uncovers secrets that threaten her world, loves, and life.
Why this is here
Setting labels: dystopian future · post-apocalyptic city · Chicago · walled city · faction society · ruined city · world outside the walls · futuristic society · science-fiction world
Semantic match: ranked by setting
Distance: 0.2009
Four linked dystopian companion novels follow different young protagonists across separate communities and hard questions about control, memory, and hope.
Why this is here
Setting labels: futuristic world · dystopian future · multiple communities · separate societies · same world · low-tech communities · controlled society
Semantic match: ranked by setting
Distance: 0.2014
A low-level detective stumbles into a cosmic quest over a mystical artifact that could save or doom the universe.
Why this is here
Setting labels: dystopian future · far future · degenerate world · space opera setting · noir city · galactic empire · cosmic reality · alien worlds · neo-feudal future · psychedelic universe
Semantic match: ranked by setting
Distance: 0.2034
In a collectivist future where even “I” is forbidden, one man’s curiosity sparks a dangerous quest for selfhood.
Why this is here
Setting labels: dystopian future · post-apocalyptic future · totalitarian state · collectivist society · dark age future · pre-industrial future · low-tech world · controlled society · underground hideout
Semantic match: ranked by setting
Distance: 0.2054
In a post-death future, a man’s search for truth forces him to question immortality, memory, and identity.
Why this is here
Setting labels: Far future · Post-apocalyptic world · Immortal enclave · Mountaintop refuge · Dystopian future · Dead world · Closed community · Earth
Semantic match: ranked by setting
Distance: 0.2056
A hidden courier in a fae-tech war is framed for murder and pulled into a chase full of lies, magic, and danger.
Why this is here
Setting labels: space colonies · interstellar system · human-controlled space · war-torn future · dystopian future · cyberpunk · urban fantasy space setting · alien/fae world · alternate future
Semantic match: ranked by setting
Distance: 0.2057
A queer teen heist crew steals forbidden magic in a futuristic city, then stumbles into a conspiracy.
Why this is here
Setting labels: futuristic world · magic-tech blend · dystopian city · resource-controlled society · post-plague world · earthquake aftermath · futuristic fantasy
Semantic match: ranked by setting
Distance: 0.1854
On a fear-shaping alien world, a priest joins an uneasy party to reclaim a sorceress’s stolen mind and power.
Why this is here
Setting labels: alien planet · far future · colonized world · post-collapse · medieval level society · earth colony · seismically active world · fantasy world · dark forest · gothic atmosphere · unusual ecology · planetary magic
Semantic match: ranked by setting
Distance: 0.1940
Twenty years after a child is taken, a young heroine joins a rescue mission against a mind-controlling regime.
Why this is here
Setting labels: future city · dystopian society · controlled city · underground community · future timeline · fictional secondary world
Semantic match: ranked by setting
Distance: 0.1945
