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Combine common axes
These books are ranked using the relationships labels extracted for All That's Left in the World.
Relationships labels used: friends to lovers, slow-burn romance, male-male romance, trust building, mutual protection, companionship, bonding, secret keeping, dependence, tentative friendship, pining
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A traumatized human on an ice planet resists every suitor except one patient blue alien who wins her trust first.
Why this is here
Relationships labels: friends to lovers · mutual pining · mate bond · courtship · chosen partner · protective pairing · romantic friendship · female friendship · supportive friendship · competition for affection · one-sided attraction · emotional intimacy · trust building
Semantic match: ranked by relationships
Distance: 0.0954
Two damaged strangers race across a collapsing America to reach a bunker as an asteroid turns survival into romance.
Why this is here
Relationships labels: forced proximity · friends-to-lovers · acquaintances-to-lovers · mutual friend · slow-burn romance · shared trauma · companionship · trust building · romantic partnership · emotional healing · friendship turning romantic
Semantic match: ranked by relationships
Distance: 0.1046
A secretive forensic investigator and a hidden super-soldier guard race to recover a stolen cure and survive a galaxy-wide conspiracy.
Why this is here
Relationships labels: slow burn romance · mutual trust · forced proximity · bodyguard-protected · partners to lovers · attraction to love · power imbalance · mutual dependence · emotional healing · supportive bond
Semantic match: ranked by relationships
Distance: 0.1054
During a Portland zombie outbreak, a medicated student and her protective neighbor race for safety while hiding dangerous secrets.
Why this is here
Relationships labels: slow-burn romance · banter chemistry · mutual reliance · protective romance · companions · strangers to lovers · friendship to romance · teamwork · trust building · secret-keeping · coded devotion · awkward attraction
Semantic match: ranked by relationships
Distance: 0.1073
An eighteen-year-old trapped in a 28-minute plane-crash time loop must solve the mystery before the cycle changes forever.
Why this is here
Relationships labels: romance · slow burn · insta-connection · partnership · teamwork · trust-building · mutual support · emotional bonding · found companionship
Semantic match: ranked by relationships
Distance: 0.1102
A hearing-impaired human farmer on an alien colony is forced into close contact with a custodian who learns her secret.
Why this is here
Relationships labels: friends to lovers · mutual pining · caretaker dynamic · protector/protected · trust building · secret-keeping · rivals to friends · community support
Semantic match: ranked by relationships
Distance: 0.1133
A haunted investigator escorts a murder suspect through a tense land of gods, spirits, politics, and forbidden magic.
Why this is here
Relationships labels: working partnership · journey companionship · romance · slow-burn romance · trust-building · protector-protected dynamic · jailer and prisoner · power imbalance · male-female partnership · found trust
Semantic match: ranked by relationships
Distance: 0.1157
A teen empath in high school learns to manage overwhelming feelings while falling for a classmate who quiets the noise.
Why this is here
Relationships labels: friends to lovers · queer romance · male/male romance · classmate crush · therapist-patient · supportive relationship · slow-burn attraction · friendship
Semantic match: ranked by relationships
Distance: 0.1185
Earth goes online and survivors must clear deadly tower games, while two brilliant players form a slow-burn bond.
Why this is here
Relationships labels: slow burn · tacit understanding · mutual trust · mutual protection · power couple · pre-established gay couple · partnership · friends-to-allies · supportive sibling · teamwork · unspoken communication · mutual reliance · romantic subplot · minimal romance
Semantic match: ranked by relationships
Distance: 0.1189
A teen girl who can't be mind-controlled by alien rulers must trust a stranger and uncover why she's different.
Why this is here
Relationships labels: slow-burn romance · teen romance · paired protagonists · trust issues · protective bond · romantic tension · loneliness · found connection · mutual dependence · friendship into romance · partners · family separation
Semantic match: ranked by relationships
Distance: 0.1233
A bind-up of two Shatter Me novellas follows Kenji’s perspective through betrayal fallout, resistance tensions, and romance.
Why this is here
Relationships labels: friends to lovers · romantic tension · slow burn · budding romance · friendship · protective friendship · found family · unresolved feelings · interpersonal tension · couple chemistry
Semantic match: ranked by relationships
Distance: 0.1243
A grumpy alien quarry master and a relentlessly talkative human worker fall into a slow-burn, culture-clash romance.
Why this is here
Relationships labels: slow-burn romance · insta-attraction · mate bond · boss employee · forced closeness · possessive courtship · jealousy · protective attachment · friends to lovers · mutual pursuit · power imbalance · fated-feeling bond
Semantic match: ranked by relationships
Distance: 0.1247
