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Combine common axes
These books are ranked using the themes labels extracted for Visions of Heat.
Themes labels used: emotion versus silence, freedom versus control, agency, consent, touch, sanity and madness, identity, trust, belonging, prejudice, power and exploitation, fear of feeling, healing, choice, societal control, surveillance, rebellion
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
In a world where love is treated like a disease, a waiting-for-the-cure teen falls for the one boy she should avoid.
Why this is here
Themes labels: love vs safety · freedom vs control · conformity · rebellion · forbidden emotion · identity · coming of age · choice · indifference · truth vs propaganda · resistance · humanity · fear of pain
Semantic match: ranked by themes
Distance: 0.0943
A war-displaced family is moved to a transparent city where safety, comfort, and happiness come with total loss of privacy.
Why this is here
Themes labels: freedom vs safety · identity · obedience · conformity · privacy · surveillance · loss · adaptation · human nature · collective control · war · propaganda · memory · paternity · affection · individuality · resistance · dehumanization · selfhood · happiness · choice · exile · truth vs illusion
Semantic match: ranked by themes
Distance: 0.0989
A young warrior on Apokolips questions cruelty, forbidden love, and the life she was raised to serve.
Why this is here
Themes labels: love vs cruelty · freedom · identity · compassion · abuse and trauma · hope · duty vs desire · self-acceptance · emotional awakening · rebellion · humanity · finding yourself · love in oppressive systems
Semantic match: ranked by themes
Distance: 0.1032
In a sin-obsessed dystopian society, a newly chosen assassin must survive training, secrets, and forbidden desire.
Why this is here
Themes labels: freedom vs control · love as danger · sin and virtue · repression of emotion · rebellion · identity · self-discovery · human connection · survival · truth vs propaganda · morality · agency
Semantic match: ranked by themes
Distance: 0.1092
A body-double twin must survive a war-torn city, find her missing sister, and outmaneuver her tyrannical father.
Why this is here
Themes labels: identity · selfhood · freedom versus control · emotion regulation · trust · family loyalty · revenge · privacy · government control · rebellion · capitalism · environmentalism · conservation · mental health · depression · addiction · dependency · agency · belonging · choice · secrecy · surveillance · corporate power · ethical technology
Semantic match: ranked by themes
Distance: 0.1107
Separated by a controlling Society, Cassia and Ky cross a harsh frontier searching for each other and a rebellion.
Why this is here
Themes labels: freedom vs control · love vs duty · rebellion · truth and deception · identity · self-realization · choice · trust · art and poetry · courage · survival · oppression · hope
Semantic match: ranked by themes
Distance: 0.1143
A loyal engineer in a glass-walled future state records his orderly life until love and doubt unsettle his total system.
Why this is here
Themes labels: freedom versus happiness · individualism · conformity · totalitarianism · surveillance · rationalism · emotion versus logic · imagination · identity · dehumanization · collectivism · power and control · technocracy · truth versus propaganda · revolution · censorship · human nature · privacy · social engineering
Semantic match: ranked by themes
Distance: 0.1189
A deadly girl in a collapsing dystopia is pulled into a weaponized power struggle, forbidden romance, and rebellion.
Why this is here
Themes labels: freedom · control · identity · self-acceptance · power · trauma · abuse · healing · survival · trust · humanity · agency · resilience · sanity · mental health · love · good versus evil
Semantic match: ranked by themes
Distance: 0.1198
A curious girl in an isolated, rule-bound settlement begins questioning the woods, the Council, and her future.
Why this is here
Themes labels: freedom vs control · curiosity vs obedience · religious control · blind obedience · social stigma · shame · identity · coming of age · survival · secrecy · truth and deception · fear · community · discovery · acceptance · moral conflict · disability · self-image · abuse · sexuality · fanaticism
Semantic match: ranked by themes
Distance: 0.1203
A caged hybrid cadet plots for freedom, but her obsessive general and a forbidden mate bond upend everything.
Why this is here
Themes labels: freedom vs captivity · consent · bodily autonomy · power and control · grooming · trauma · female agency · survival · ignorance and education · sexism · classed control · protective violence · biological determinism · social conditioning · choice · obsession
Semantic match: ranked by themes
Distance: 0.1204
In a virus-altered war society, an Omega officer resists submission when assigned an Alpha controller on a dangerous mission.
Why this is here
Themes labels: control vs autonomy · submission · consent · trust · war and duty · loyalty · identity · bonding · power dynamics · ethical ambiguity · agency · protective control · survival
Semantic match: ranked by themes
Distance: 0.1240
In a future where science assigns soulmates, one couple defies the system to prove love cannot be calculated.
Why this is here
Themes labels: love vs duty · free will · choice · fate vs agency · resistance · oppression · identity · trust · communication · abandonment
Semantic match: ranked by themes
Distance: 0.1259
