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These books are ranked using the relationships labels extracted for The Man Who Fell to Earth.
Relationships labels used: friendship, mentor relationship, scientist relationship, human contact, alienation, isolation, dependence, power imbalance
Focused on “dependency” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A scientist’s device opens perception to hidden planes of existence, drawing him and his friend into terror.
Why this is here
Relationships labels: friendship · platonic bond · estranged friends · mentor-visitor dynamic · scientist and narrator · betrayal · dependency
Semantic match: ranked by relationships
Distance: 0.1038
A skeptical professor follows letters and reports of strange Vermont sightings into a hidden alien mystery with cosmic stakes.
Why this is here
Relationships labels: correspondence · mentor-like exchange · friendship · human-alien contact · mistrust · investigation partnership · power imbalance
Semantic match: ranked by relationships
Distance: 0.0996
A battle-worn imperial heir returns to a galaxy at war, only to face politics, grief, and an ending that changes everything.
Why this is here
Relationships labels: romantic relationship · power imbalance · loyalty conflict · friendship · mentor relationship · rivalry · court alliances · fraying bonds · dependency
Semantic match: ranked by relationships
Distance: 0.1346
A trapped friend group in a controlled lake house confronts memory loss, hidden motives, and an ending that opens wider than it closes.
Why this is here
Relationships labels: friend group · platonic love · power imbalance · manipulative relationship · group dynamics · dependency · conflict among friends · community under stress
Semantic match: ranked by relationships
Distance: 0.1405
A ghost-hunting girl in a ruined world joins a talking ghost on a descent that could free her—or remake everything.
Why this is here
Relationships labels: platonic bond · friendship arc · uneasy alliance · comradeship · power imbalance · mentor-oppressor dynamic · abusive authority · found friendship · loyalty · betrayal · dependency · search for companion · no romance
Semantic match: ranked by relationships
Distance: 0.1413
A traumatized psychopathy researcher uncovers a cure and is pulled into a deadly conspiracy with Earth and aliens at stake.
Why this is here
Relationships labels: mentor relationship · scientific partnership · romantic subplot · trust issues · allyship · betrayal · power imbalance · pursuit and escape · human-alien conflict
Semantic match: ranked by relationships
Distance: 0.1128
A persecuted man navigates a bizarre, surveilled future of fake weather, artificial skies, and body-altered identities.
Why this is here
Relationships labels: mentor relationship · romantic relationship · rivalry · pursuer and pursued · surveillance power dynamic · friendship · dependency
Semantic match: ranked by relationships
Distance: 0.1430
After a severe accident, a speech-impaired teen in rehab uncovers disturbing nighttime secrets and changes in himself.
Why this is here
Relationships labels: friendship · trust issues · patient bonds · peer group · power imbalance · isolation · dependency
Semantic match: ranked by relationships
Distance: 0.1448
A data-sensitive drifter senses a world-changing node and draws a knot of returning characters toward a San Francisco bridge.
Why this is here
Relationships labels: exes · friendship · hiring relationship · power imbalance · community ties · recurring ensemble · romance · rivalry · dependency
Semantic match: ranked by relationships
Distance: 0.1452
After a brutal shipwreck, two survivors cross a nightmare landscape that turns survival into something stranger and darker.
Why this is here
Relationships labels: companionship · survival partnership · mentor-protege bond · protective friendship · crew hostility · camaraderie under pressure · dependency
Semantic match: ranked by relationships
Distance: 0.1462
A grieving pathologist uncovers a deadly mystery linking a corpse, a cursed video, and a virus-like transformation.
Why this is here
Relationships labels: friendship · colleague partnership · parental grief · student-mentor · romantic entanglement · power imbalance
Semantic match: ranked by relationships
Distance: 0.1259
A truth-seeking steerswoman chases a dangerous mystery into an archive town and an ever stranger, alien world.
Why this is here
Relationships labels: friendship · mentor-mentee · companion bond · strained alliance · mistrust · separation · order hierarchy · power imbalance · betrayal
Semantic match: ranked by relationships
Distance: 0.1267
