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These books are ranked using the themes labels extracted for The Notorious Scarlett and Browne.
Themes labels used: freedom, identity, trauma, past abuse, acceptance, self-acceptance, trust, loyalty, power, oppression, religious control, prejudice, agency, rebellion, survival, morality, friendship, responsibility
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
Returning home to face buried secrets and a dangerous rite, Kira must protect her loved ones and survive betrayal.
Why this is here
Themes labels: loyalty · betrayal · belonging · identity · past trauma · freedom · control · autonomy · sacrifice · power and powerlessness · duty · family · friendship · trust · political corruption · oppression · enslavement · bigotry · survival · reckoning · coming of age · maturity
Semantic match: ranked by themes
Distance: 0.0686
After a devastating upheaval, Tris must navigate faction war, betrayal, and shifting loyalties while uncovering hidden truths.
Why this is here
Themes labels: identity · loyalty · grief · guilt · forgiveness · trust · choice · sacrifice · control · freedom · individuality · truth · lies · power · morality · politics · war · trauma · self-discovery
Semantic match: ranked by themes
Distance: 0.0690
A deadly-touch teen becomes a weapon to a regime, then fights to reclaim her power and freedom amid romance and rebellion.
Why this is here
Themes labels: identity · freedom · control · rebellion · power · self-acceptance · self-worth · trauma · healing · trust · love · redemption · survival · humanity · agency · resistance · loneliness · acceptance · found family · anti-government · power and morality · abuse romanticism · character development
Semantic match: ranked by themes
Distance: 0.0703
A battered assassin is dragged into a reality-bending, god-warped final gamble that could remake everything.
Why this is here
Themes labels: identity · self-acceptance · good and evil · forgiveness · permission · memory · justice · power · consequence · love · friendship · freedom · control · violence · society vs individual · collective consciousness · reality · manipulation · regret · redemption
Semantic match: ranked by themes
Distance: 0.0741
A hidden alien warrior and her military pack face war, politics, and growing bonds as their identity becomes public.
Why this is here
Themes labels: identity · belonging · trust · prejudice · racism · oppression · freedom · instinct vs reason · self-acceptance · cultural recovery · power and agency · war and survival · loyalty · betrayal · political manipulation · morality · resistance · community · family · empowerment
Semantic match: ranked by themes
Distance: 0.0748
A hidden Bengal Breed returns to claim the mate he left behind, while vengeance, secrets, and old wounds collide.
Why this is here
Themes labels: revenge · betrayal · trust · forgiveness · identity · freedom · trauma · survival · prejudice · control · loyalty · consent · communication failure · resistance · belonging
Semantic match: ranked by themes
Distance: 0.0752
A fugitive teen superhero team must reunite, decode strange new powers, and stop a looming disaster.
Why this is here
Themes labels: identity · trust · morality · power and responsibility · good vs evil · truth and lies · connection · community · individual agency · privacy · freedom · self-acceptance · trauma · guilt · leadership · ethics · choice · control
Semantic match: ranked by themes
Distance: 0.0773
Ruby must leave the League on a dangerous cross-country mission to find Liam and uncover the truth behind the children’s disease.
Why this is here
Themes labels: identity · memory · control · freedom · loyalty · trust · moral conflict · self-acceptance · power and corruption · sacrifice · trauma · coming of age · political oppression · found family
Semantic match: ranked by themes
Distance: 0.0789
On the run after being branded an outcast, a teen must expose a brutal system before it destroys everyone she loves.
Why this is here
Themes labels: judgment · prejudice · human rights · compassion · morality · justice · identity · freedom · trust · resistance · self-acceptance · power abuse · discrimination · conformity · personal responsibility
Semantic match: ranked by themes
Distance: 0.0800
An assassin-slave and a journalist are pulled into a dangerous sapphic romance amid palace intrigue and brutal power politics.
Why this is here
Themes labels: slavery · freedom · colonization · power · autonomy · consent · abuse · trauma · redemption · loyalty · betrayal · justice · morality · political oppression · censorship · freedom of speech · classism · human rights · conditional love · self-worth · identity · survival · complicity · ambivalence · social commentary
Semantic match: ranked by themes
Distance: 0.0824
A curious outcast from a floating, women-only world survives a sacrifice and lands in a dangerous society below.
Why this is here
Themes labels: belonging · identity · self-discovery · family · friendship · oppression · freedom · duty · sacrifice · prejudice · acceptance · truth vs secrecy · power · greed
Semantic match: ranked by themes
Distance: 0.0824
A trapped hawk-boy gets pulled into rescuing escaped aliens and faces a life-changing bargain with a meddling cosmic force.
Why this is here
Themes labels: identity · agency · selfhood · freedom · captivity · hope · sacrifice · empathy · war · slavery · humanity · belonging · choice · acceptance · consequences · moral responsibility
Semantic match: ranked by themes
Distance: 0.0829
