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Combine common axes
These books are ranked using the characterization labels extracted for The Andalite Chronicles.
Characterization labels used: young cadet, warrior-prince, alien protagonist, traumatized soldier, morally conflicted hero, ambitious villain, resourceful teen, naive narrator, veteran commander, pragmatic antagonist, compassionate fighter
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A stranded young MechWarrior heir must survive a hostile world, win battles, and build a unit from the ruins.
Why this is here
Characterization labels: young protagonist · rookie hero · military heir · mercenary commander · combat trainee · underdeveloped characters · stock characters · plot armor
Semantic match: ranked by characterization
Distance: 0.1613
A primitive warrior is reborn into the Space Wolves and must survive brutal trials while battling the beast within.
Why this is here
Characterization labels: young warrior · competent protagonist · fierce protagonist · headstrong · primal instincts · inner conflict
Semantic match: ranked by characterization
Distance: 0.1727
A young noble lieutenant must earn his soldiers’ respect while surviving a brutal legion campaign and his own doubts.
Why this is here
Characterization labels: young lieutenant · inexperienced officer · aristocratic protagonist · noble-born · self-doubting · selfless leader · competent soldier · battle-hardened sergeant · incompetent superior · cliché characters · growth arc · likable protagonist
Semantic match: ranked by characterization
Distance: 0.1746
After an alien invasion, two teens on opposite sides of the war uncover unsettling truths about what the Nahx did to humanity.
Why this is here
Characterization labels: teen protagonists · survivor · rebellious soldier · rogue soldier · rebellious alien · resilient heroine · ordinary human · protective figure · badass heroine · complex characters · character growth · matured protagonist · gay character · new powers
Semantic match: ranked by characterization
Distance: 0.1749
A Dark Angels prequel on Caliban follows a young knight aspirant as an isolated warrior culture collides with the Imperium.
Why this is here
Characterization labels: young protagonist · knight aspirant · mentor figure · rivalry · secretive leader · proud warrior · earnest hero · naive youth · promising recruit · internal conflict
Semantic match: ranked by characterization
Distance: 0.1751
Three linked novellas reveal enemy-side secrets, Lorien's last days, and buried backstory from the I Am Number Four universe.
Why this is here
Characterization labels: rebellious teen · traitor hero · unlikely ally · young mentor · tech-savvy · conflicted soldier · sympathetic enemy · family tension · self-sacrificing
Semantic match: ranked by characterization
Distance: 0.1772
A Star Wars manga follows two childhood friends whose shared dreams and opposing loyalties pull them into war.
Why this is here
Characterization labels: idealistic youth · loyalist · disillusionment arc · ambitious cadet · skilled pilot · moral conflict · complicated protagonists · traumatized characters
Semantic match: ranked by characterization
Distance: 0.1800
A teen resistance fighter infiltrates an alien city through deadly games to uncover how the invaders rule Earth.
Why this is here
Characterization labels: young male protagonist · flawed hero · brave youths · resistance members · alien rulers · sympathetic enemy · taciturn ally · young spies
Semantic match: ranked by characterization
Distance: 0.1813
A terrified young midshipman must lead a crippled starship and its colonists through crises, mutiny, and duty-bound choices.
Why this is here
Characterization labels: young officer · self-doubting protagonist · guilt-ridden protagonist · inexperienced commander · brutal authoritarian · hothead · self-loathing · competence under pressure · reluctant leader · morally conflicted · tormented hero · teen commander
Semantic match: ranked by characterization
Distance: 0.1818
A soldier trapped in a deadly time loop must master each reset to survive an alien war and break free.
Why this is here
Characterization labels: young recruit · soldier protagonist · hardening hero · war veteran arc · badass heroine · elite warrior · stubborn heroine · traumatized lead · determined survivor · mystery ally
Semantic match: ranked by characterization
Distance: 0.1818
A rebellious young Forerunner’s treasure hunt pulls him into ancient politics, hidden history, and galaxy-shaping danger.
Why this is here
Characterization labels: rebellious youth · young protagonist · alien protagonist · immature to mature · political elite · warrior-leader · ancient leader · outsider protagonist · character growth
Semantic match: ranked by characterization
Distance: 0.1821
Ax is forced to choose between his human allies and newly arrived Andalites with a dangerous secret mission.
Why this is here
Characterization labels: young warrior · cadet · loyal friend · alien outsider · moral conflict · lonely · naive · comic relief · growing maturity · superior attitude · hypocritical leadership · arrogant species · inexperienced fighter · first crush · traitor · spy · commander · assassin
Semantic match: ranked by characterization
Distance: 0.1824
