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These books are ranked using the relationships labels extracted for Walking on Glass.
Relationships labels used: unrequited love, man-woman relationship, romantic obsession, infatuation, friendship, eccentric friendship, power imbalance, captivity bond, adversarial pair, quasi-lovers, manipulation, betrayal, dependency
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A fugitive on a deserted island uncovers a strange repeating reality and falls into an impossible, dangerous love.
Why this is here
Relationships labels: unrequited love · impossible romance · obsession · rivalry · observer and observed · power imbalance · male gaze · isolation from others
Semantic match: ranked by relationships
Distance: 0.0939
A secluded writer tests a luxury AI smart home and finds its comforts may conceal a far more dangerous design.
Why this is here
Relationships labels: romantic obsession · unrequited love · rejection · lost love · first love · parallel relationships · human-AI relationship · dependency · manipulation · betrayal · stalking
Semantic match: ranked by relationships
Distance: 0.0980
In a collapsing domed society, a volatile alpha and omega must face war, desire, and a brutal ending to their bond.
Why this is here
Relationships labels: mates · pair-bond · forbidden attraction · power imbalance · emotional dependency · domestic reconciliation · love-hate relationship · toxic relationship · possessive romance · betrayal · resistance to mating · love triangle · hero/other woman · friendship · community bonds
Semantic match: ranked by relationships
Distance: 0.1073
A long-awaited finale sends Elspeth into the Red Land to stop catastrophe and decide what freedom will cost.
Why this is here
Relationships labels: romance · unrequited love · reunited lovers · friendship · companionship · chosen family · loyalty · sacrifice · dependency · power imbalance
Semantic match: ranked by relationships
Distance: 0.1100
In a world where skin-shedding erases love, a woman with a rare condition is pulled into a stolen-skins mystery.
Why this is here
Relationships labels: romantic love · lost love · ex-lovers · friendship · familial bonds · polyamory · relationship decay · attachment · betrayal · dependency · power imbalance
Semantic match: ranked by relationships
Distance: 0.1162
Three Gothic tales of pride, immortality, and supernatural bargains test identity, love, and the cost of desire.
Why this is here
Relationships labels: romantic love · unrequited love · engagement · family conflict · sibling rivalry · betrayal · revenge · power imbalance · friendship
Semantic match: ranked by relationships
Distance: 0.1170
A traumatized teen plays double agent inside a tyrant’s inner circle while a lost ally returns to fight him from outside.
Why this is here
Relationships labels: abusive relationship · power imbalance · grooming · manipulation · forbidden romance · queer romance · allyship · rescue attempt · betrayal · toxic attachment
Semantic match: ranked by relationships
Distance: 0.1179
A rescued human and a protective alien warrior are stranded together in a post-invasion Earth, where survival sparks bond.
Why this is here
Relationships labels: mates · bonding · soul mates · forced proximity · protective relationship · possessive relationship · interspecies romance · power imbalance · mutual attraction · slow-burn romance · chosen mate
Semantic match: ranked by relationships
Distance: 0.1211
A low-ranking Martian soldier races across Barsoom to rescue a kidnapped noblewoman, only to find stranger dangers and truer love.
Why this is here
Relationships labels: unrequited love · love triangle · rescue romance · friendship to romance · platonic bond · class barrier · status mismatch · companion partnership · romantic rivalry · gendered tension · loyalty bond · betrayal · family lineage
Semantic match: ranked by relationships
Distance: 0.1223
A desperate doctor kidnaps a comatose New Species male to save him, and wakes a possessive love that changes everything.
Why this is here
Relationships labels: obsessive bond · mate bond · protector dynamic · kidnapped caretaker · power imbalance · forced intimacy · jealousy · separation and reunion · supportive friends · community interference
Semantic match: ranked by relationships
Distance: 0.1227
A stranded human and a wealthy lion-like alien clash, flirt, and test trust on a jungle planet.
Why this is here
Relationships labels: mates · mutual distrust · protective romance · power imbalance · banter · sexual tension · insta-attraction · slow trust · caring bond · family conflict · love after betrayal · friend reunion
Semantic match: ranked by relationships
Distance: 0.1233
On a tidally locked colony world, an exiled student and a nomad smuggler are pulled into politics, aliens, and survival.
Why this is here
Relationships labels: toxic relationship · codependent relationship · abusive relationship · unrequited love · f/f romance · sapphic relationship · friendship · best friends · romantic obsession · power imbalance · betrayal · loyalty · found family · alien friendship · partner bond
Semantic match: ranked by relationships
Distance: 0.1235
