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Combine common axes
These books are ranked using the themes labels extracted for Asfixia.
Themes labels used: survival, loneliness, trust, secrecy, freedom, control, humanity, identity, isolation, trauma, hope, sacrifice, betrayal, resilience, self-discovery, truth-seeking, mortality, social collapse
Focused on “resilience” 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: 0.0638
In a frozen post-collapse Yukon homestead, a young hunter’s quiet survival ends when a mysterious stranger arrives.
Why this is here
Themes labels: survival · hope · resilience · family loyalty · coming of age · identity · secrets · trust · fear · desperation · violence · redemption · medical ethics · rebuilding · isolation · human nature · social collapse · gendered vulnerability · freedom
Semantic match: ranked by themes
Distance: 0.0641
After a wave wipes out nearly all life on Earth, two survivors in space and on the ground race to find each other.
Why this is here
Themes labels: survival · loneliness · human extinction · hope · resilience · science and engineering · problem solving · humanity · isolation · mystery · perseverance · fear · duty · love · endurance · trust
Semantic match: ranked by themes
Distance: 0.0672
Seven strangers try to survive a fast-moving zombie outbreak and the end of London while forging an unlikely family.
Why this is here
Themes labels: survival · humanity · resilience · trauma · healing · identity · acceptance · loss · grief · addiction · community · hope · courage · mental health · social collapse · interdependence · moral choice
Semantic match: ranked by themes
Distance: 0.0737
A teen survivor and a silent toddler navigate a silent, monster-filled world, then uncover dangerous secrets in a refuge.
Why this is here
Themes labels: survival · trust · trauma · adaptation · human depravity · humanity · family · caregiving · secrecy · control · free will · hope · loss · resilience · morality
Semantic match: ranked by themes
Distance: 0.0776
In a bug-devastated Earth, a scavenging survivor meets the alien hunter who claims she’s his fated mate.
Why this is here
Themes labels: survival · trust · protection · consent · resilience · loneliness · family loyalty · human fear of outsiders · alliance · love under pressure · humanity after collapse · community
Semantic match: ranked by themes
Distance: 0.0800
A lone survivor and a guarded settler are forced on a deadly trip through overgrown New York—and toward trust.
Why this is here
Themes labels: survival · trust · loneliness · companionship · love versus isolation · adaptation · humanity · morality under pressure · self-reliance · community · fear · resilience
Semantic match: ranked by themes
Distance: 0.0803
After escaping a deadly outbreak, three survivors are trapped in space and hunted for the power the contagion left behind.
Why this is here
Themes labels: survival · trust · sacrifice · morality · power · control · trauma · grief · loss · hope · freedom · ethical science · political corruption · weaponization · choice · love · resilience
Semantic match: ranked by themes
Distance: 0.0823
A luxury spaceliner crash leaves a rich heiress and a war hero stranded together on a mysterious planet.
Why this is here
Themes labels: survival · love · self-discovery · class inequality · trust · identity · resilience · cooperation · transformation · hope · mystery · secrecy · loss · freedom
Semantic match: ranked by themes
Distance: 0.0824
A brief Leon-centered bridge story shows his aftermath after Gaia's escape and leads into the next Birthmarked book.
Why this is here
Themes labels: survival · sacrifice · love · loyalty · determination · trauma · freedom · oppression · trust · family conflict · identity · resilience · rights · social inequality
Semantic match: ranked by themes
Distance: 0.0825
A grief-worn medic is pulled into a secret surface mission with an elite squad, where survival and romance collide.
Why this is here
Themes labels: grief · trauma · survival · hope · healing · trust · loss · self-worth · resilience · community · sacrifice · secrets · power and control · betrayal · mental health
Semantic match: ranked by themes
Distance: 0.0830
An EMP drops the grid, freeing a captive survivor into a brutal winter escape while a hunter closes in.
Why this is here
Themes labels: survival · resilience · trauma · captivity · freedom · control · human cruelty · collapse of society · resource scarcity · fear · hope · family protection · endurance · mental strength · moral collapse · preparedness · abuse recovery · trust
Semantic match: ranked by themes
Distance: 0.0835
