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These books are ranked using the themes labels extracted for Attack on Titan, Vol. 4.
Themes labels used: freedom, survival, war, identity, heroism, sacrifice, humanity, trauma, loss, coming of age, power and responsibility, corruption, fate, trust, fear, grief
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
Roland and his ka-tet fight their way home while Roland is trapped in a psychic struggle with a powerful evil.
Why this is here
Themes labels: trauma · grief · loss · loyalty · fate · destiny · identity · coming of age · heroism · good versus evil · corruption · memory · sacrifice · survival · power · responsibility · mystery versus revelation
Semantic match: ranked by themes
Distance: 0.0703
A secret mission to protect Earth’s location collides with insurgents, Spartans, and Covenant forces in deep space.
Why this is here
Themes labels: war · loyalty · sacrifice · betrayal · honor · survival · secrecy · identity · politics · morality · freedom · duty · fear · heroism · expendability
Semantic match: ranked by themes
Distance: 0.0732
After a wall is breached, young soldiers fight for survival as a terrifying new Titan upends everything they know.
Why this is here
Themes labels: survival · freedom · violence · trauma · fear · hope · sacrifice · human nature · good vs evil · strength vs weakness · civilization under siege · grief · responsibility
Semantic match: ranked by themes
Distance: 0.0747
After a camping trip, a group of Australian teens returns to find their town occupied and must decide how to survive.
Why this is here
Themes labels: survival · adversity · courage · resistance · loyalty · friendship · moral choice · coming of age · loss of innocence · war ethics · personal responsibility · fear · independence · identity · belonging · community · resourcefulness · grief · human nature
Semantic match: ranked by themes
Distance: 0.0755
In a brutal post-apocalyptic world, a sheltered woman and a feared Alpha fight to survive—and to trust each other.
Why this is here
Themes labels: survival · hope · love · trauma · morality · human cruelty · power · freedom · resilience · sacrifice · healing · identity · choice · fear versus courage
Semantic match: ranked by themes
Distance: 0.0764
A brutal heir fights through shifting timelines, ancient secrets, and dead armies to seize an emperor’s throne.
Why this is here
Themes labels: trauma · grief · redemption · power · ambition · violence · morality · choice · identity · loss · revenge · control · sacrifice · corruption · humanity · coming of age · endings · fate · memory · survival · politics · brokenness · reality and perception
Semantic match: ranked by themes
Distance: 0.0768
A traumatized teen crosses a ruined wasteland, torn between family, survival, and a dangerous pull toward love and betrayal.
Why this is here
Themes labels: survival · trauma · guilt · betrayal · loyalty · free will · fate · coming of age · human cruelty · morality · desire · identity · loss · healing · responsibility
Semantic match: ranked by themes
Distance: 0.0773
A desperate rescue becomes a brutal chase as new powers, loyalties, and Titan truths upend the mission.
Why this is here
Themes labels: freedom · sacrifice · betrayal · grief · guilt · morality · loyalty · identity · war · humanity · perspective · truth · cost of survival
Semantic match: ranked by themes
Distance: 0.0775
![Cover of 僕のヒーローアカデミア 41 [Boku no Hero Academia 41] by Kohei Horikoshi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1722655269i/209362151.jpg)
A penultimate superhero manga volume builds to a desperate final battle, as inherited power, trauma, and teamwork collide.
Why this is here
Themes labels: heroism · legacy · sacrifice · redemption · trauma · hope · empathy · good versus evil · identity · ideology · community · responsibility · change
Semantic match: ranked by themes
Distance: 0.0801
Separated in Peru, a teen with electric powers races to rescue his captured friends and stop a villain’s takeover.
Why this is here
Themes labels: friendship · loyalty · sacrifice · heroism · resistance · survival · trust · identity · grief · freedom · corruption · good vs evil · power and responsibility
Semantic match: ranked by themes
Distance: 0.0802
As the alien invasion turns public, the Garde race across split fronts to stop annihilation and uncover buried secrets.
Why this is here
Themes labels: war · sacrifice · survival · loss · hope · end of world · responsibility · leadership · power and morality · choice · destiny · resistance · trauma · betrayal · identity · legacy · past shaping present · good versus evil
Semantic match: ranked by themes
Distance: 0.0810
A retired general is pulled into a covert investigation in a ruined occupied city where war, gods, and violence still linger.
Why this is here
Themes labels: war · trauma · atonement · redemption · conquest · occupation · colonialism · power · duty · service · violence cycle · memory · legacy · sacrifice · heroism · morality · grief · guilt · freedom · progress
Semantic match: ranked by themes
Distance: 0.0814
