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Combine common axes
These books are ranked using the themes labels extracted for Fractured Souls.
Themes labels used: survival, trauma recovery, identity, resurrection, trust, healing, loyalty, protection, love as solace, body autonomy, colonial collapse, emotional damage, fate, free will, religious questions, revival
Focused on “dehumanization” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
After an alien assault, Cassie and other survivors face mistrust, shifting loyalties, and a dangerous new phase of the war.
Why this is here
Themes labels: survival · trust · humanity · love · hope · despair · identity · betrayal · sacrifice · dehumanization · memory · truth and lies · resilience · survivor guilt · fear
Semantic match: ranked by themes
Distance: 0.0965
A memory-scrambled Psy woman lands on a guarded leader’s doorstep, and both must decide whether she’s a threat or salvation.
Why this is here
Themes labels: trust · free will · identity · memory · trauma recovery · control · survival · sanity · love as healing · protection · torture aftermath · consent · emotion versus suppression · belonging · family legacy
Semantic match: ranked by themes
Distance: 0.0775
A kidnapped Earth woman and a lion-like gladiator slave bond under coercion, then plot escape and revolt.
Why this is here
Themes labels: freedom · survival · hope · trust · love heals · redemption · resistance · agency · trauma · enslavement · consent · dehumanization · mutual support
Semantic match: ranked by themes
Distance: 0.1080
A secret-base alien-super-soldier romance follows a hidden mate bond as two captives fight for escape and survival.
Why this is here
Themes labels: trauma recovery · healing through love · survival · trust · freedom · control · loyalty · identity · betrayal · objectification · dehumanization · protectiveness
Semantic match: ranked by themes
Distance: 0.1105
A lab-made operative must rescue and interrogate a tortured agent, but their mission turns into dangerous, forbidden desire.
Why this is here
Themes labels: free will · control · consent · dehumanization · trauma · redemption · identity · trust · loyalty · love as liberation · bodily autonomy · survival
Semantic match: ranked by themes
Distance: 0.1130
An injured alien warrior and a silenced human captive are forced together, and protect each other while fleeing danger.
Why this is here
Themes labels: healing · survival · trauma recovery · addiction · pain and endurance · bodily autonomy · freedom · loyalty · sacrifice · worthiness · hope · trust · love as healing · resilience · protection
Semantic match: ranked by themes
Distance: 0.0873
A captive wolf-breed and the woman who once saved him reunite amid betrayal, heat, and a deadly lab conspiracy.
Why this is here
Themes labels: survival · betrayal · trust · forgiveness · love vs hate · body autonomy · consent · science vs nature · identity · trauma recovery · freedom · control · species survival · acceptance · pregnancy/conception
Semantic match: ranked by themes
Distance: 0.0891
An outcast alien warrior rescues a captive human survivor, igniting a forbidden fated-mates bond on a dangerous alien world.
Why this is here
Themes labels: survival · rescue · loyalty · trust · acceptance · outsider status · injustice · caste system · trauma recovery · bodily autonomy · community · fate · sacrifice · protection · healing
Semantic match: ranked by themes
Distance: 0.0961
A desperate doctor kidnaps a comatose New Species male to save him, and wakes a possessive love that changes everything.
Why this is here
Themes labels: freedom · trauma recovery · trust · consent · ethics · survival · identity · healing · loyalty · belonging · adaptation · control vs care
Semantic match: ranked by themes
Distance: 0.0978
Abducted and stranded on a deadly desert world, a stubborn human and a telepathic alien must survive together.
Why this is here
Themes labels: Survival · Trauma recovery · Trust · Forgiveness · Autonomy · Resilience · Love after abuse · Mutual protection · Communication · Healing · Agency · Identity · Powerlessness · Acceptance
Semantic match: ranked by themes
Distance: 0.0989
In a brutal post-apocalyptic winter, Alex and her scattered allies fight evolving monsters, betrayal, and each other.
Why this is here
Themes labels: survival · humanity · loyalty · hope · fear · trauma · identity · morality · family · trust · sacrifice · loss · endurance · body autonomy · control
Semantic match: ranked by themes
Distance: 0.0998
Six years after an infection reshapes humanity, two former friends become enemies while fighting to survive—and to forgive.
Why this is here
Themes labels: survival · redemption · trauma · forgiveness · morality · humanity · sacrifice · grief · hope · identity · love conquers all · moral choice · loss · trust · healing
Semantic match: ranked by themes
Distance: 0.1004
