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Combine common axes
These books are ranked using the themes labels extracted for Transformers, Vol. 3: Combiner Chaos.
Themes labels used: war trauma, leadership, loyalty, betrayal, revenge, collateral damage, identity, agency, morality, power, loss, survival, pacifism vs violence, civilians in war, corruption
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A frontline Imperial Guard regiment faces a new campaign while flashbacks reveal how its soldiers became the Ghosts.
Why this is here
Themes labels: war trauma · loss of home · duty · loyalty · survival · identity · memory · grief · humanity in war · revenge · camaraderie · class tension · leadership · sacrifice
Semantic match: ranked by themes
Distance: 0.0785
A battered squadron and an Imperial remnant race toward Jakku as war, loyalty, and guilt force hard choices.
Why this is here
Themes labels: war trauma · guilt · complicity · forgiveness · redemption · reconciliation · accountability · morality · loyalty · duty · honor · justice · retribution · identity · home · hope · loss · mourning · PTSD · postwar recovery · humanizing enemies
Semantic match: ranked by themes
Distance: 0.0806
Stranded teens launch a reckless sabotage mission behind enemy lines, risking everything to hit back and survive.
Why this is here
Themes labels: survival · war trauma · resistance · loyalty · fear · revenge · moral choice · coming of age · psychological damage · courage under pressure · friendship · trust · loss · identity under stress · cost of war
Semantic match: ranked by themes
Distance: 0.0813
A Jedi, his new Padawan, and clone troopers race to rescue a kidnapped Hutt child amid Clone Wars intrigue.
Why this is here
Themes labels: war morality · loyalty · duty · political hypocrisy · slavery · grief · trauma · inner conflict · coming of age · compassion · identity · good and evil · trust · agency · survival
Semantic match: ranked by themes
Distance: 0.0834
Four lives on occupied worlds collide as a hidden insurgency pushes a fragile postwar system toward new war.
Why this is here
Themes labels: occupation · war aftermath · reparations · resistance · identity · loyalty · trust · betrayal · family control · political unrest · civil conflict · revenge · power imbalance · social tension · morality of war · independence
Semantic match: ranked by themes
Distance: 0.0877
A loyalist legion is blindsided by a devastating betrayal, forcing its primarch into a brutal fight for survival at Calth.
Why this is here
Themes labels: betrayal · war devastation · loyalty · honor · revenge · survival · loss · futility · duty · catastrophe · leadership · human cost of war
Semantic match: ranked by themes
Distance: 0.0882
In occupied Australia, Ellie’s teen resistance crew targets a major harbor in a daring sabotage mission with brutal consequences.
Why this is here
Themes labels: war consequences · loss · trauma · morality · survival · friendship · courage · coming of age · resistance · powerlessness · leadership · faith · occupation · civilians in war
Semantic match: ranked by themes
Distance: 0.0895
A Horus Heresy anthology of fleet battles, palace defenses, and legion-focused tales that fills key gaps in the war.
Why this is here
Themes labels: betrayal · civil war · loyalty · duty · fear · anxiety · death · defense · survival · morality · authoritarianism · fallibility · legacy · corruption · war guilt · humanity
Semantic match: ranked by themes
Distance: 0.0901
Undercover Jedi Obi-Wan and Anakin must survive a siege on Lanteeb while a Separatist bioweapon closes in.
Why this is here
Themes labels: war ethics · attachment · sacrifice · loyalty · fear and prejudice · morality · trust · leadership · duty versus feeling · good versus evil · state power · corruption
Semantic match: ranked by themes
Distance: 0.0901
The Elric brothers head north after new alchemical mysteries emerge, colliding with military power, old enemies, and fresh threats.
Why this is here
Themes labels: war trauma · prejudice · equivalent exchange · family · survival · revenge · moral responsibility · knowledge seeking · state violence · identity · power and corruption
Semantic match: ranked by themes
Distance: 0.0906
A war-weary captain must guide a stranded fleet home through enemy space while facing mutiny and new threats from within.
Why this is here
Themes labels: honor · duty · leadership · discipline · morality in war · military ethics · mercy · obedience vs judgment · authority · trust · loyalty · survival · trauma · isolation · war fatigue · ends and means · morale · propaganda · power abuse
Semantic match: ranked by themes
Distance: 0.0906
Autobots and Decepticons escalate their war across Earth and Cybertron as leaders clash over survival, loyalty, and home.
Why this is here
Themes labels: war trauma · sacrifice · loyalty · leadership · home and belonging · humanity · moral choice · resource scarcity · grief · identity · altruism · consequences of war · empathy · ethics of violence
Semantic match: ranked by themes
Distance: 0.0915
