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These books are ranked using the premise labels extracted for Forgotten.
Premise labels used: memory loss, future memories, notes to self, hidden condition, romantic complication, family secrets, mystery hook
Focused on “notes to self” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise embeddings are close.
After an accident, a teen violinist loses memories and sees an invisible boy, leading her into a buried secret about her past.
Why this is here
Premise labels: memory loss · memory erasure · missing memories · mysterious boy · medical mystery · accident aftermath · first love · identity crisis · family secret
Semantic match: ranked by premise
Distance: 0.0879
Haunted by erased memories, Nick follows a trail to a secretive small town and a girl tied to his missing past.
Why this is here
Premise labels: memory loss · missing past · shared past · search for answers · haunting memories · branch remnants · secret organization · genetic alteration · mystery girl
Semantic match: ranked by premise
Distance: 0.1253
An amnesiac woman recovering in a hospital begins seeing impossible men from her traumatic past—and doubts her sanity.
Why this is here
Premise labels: amnesia · hospital confinement · traumatic past · past violence · identity mystery · memory loss · psychological mystery · possible haunting
Semantic match: ranked by premise
Distance: 0.1256
A teen with shifting powers and missing memories must rebuild love and friendship across two connected worlds.
Why this is here
Premise labels: time manipulation · memory loss · lost love · best friend assistance · choice consequences · future search · secret abilities
Semantic match: ranked by premise
Distance: 0.1357
An amnesiac cameraman retraces a lost period of his life, uncovering love, deception, and a reality no one can quite see.
Why this is here
Premise labels: amnesia · invisibility · love triangle · missing memory · identity crisis · hidden reality · psychological puzzle
Semantic match: ranked by premise
Distance: 0.1452
A memory-fractured government operative races to expose corruption while untangling rewritten timelines and betrayals.
Why this is here
Premise labels: memory loss · time manipulation · conspiracy · secret agent · corruption · trust issues · on the run · false memories
Semantic match: ranked by premise
Distance: 0.1529
A teen training in her family’s memory-erasing business uncovers missing time, town secrets, and a buried past.
Why this is here
Premise labels: memory deletion · stolen memories · family secret · small-town secret · hidden history · unreliable memory · forbidden truth · investigation · buried past · ethical dilemma
Semantic match: ranked by premise
Distance: 0.1553
An amnesiac teen follows clues in his backpack to uncover his identity, and a secret experiment tied to his forgotten past.
Why this is here
Premise labels: amnesia · identity search · memory loss · secret experiment · trust no one · hidden past · escape plot
Semantic match: ranked by premise
Distance: 0.1590
A psychiatrist and a new mother untangle a strange case of missing time, uncanny memories, and reality-bending doubts.
Why this is here
Premise labels: mysterious illness · memory loss · psychological mystery · psychiatric case · unreliable mind · missing time · premonitions · hallucinations · dissociative fugue · single motherhood · postpartum crisis · hyperthymesia · hidden trauma · reality questioning · disappearing protagonist
Semantic match: ranked by premise
Distance: 0.1612
Amnesia, missing chapters, and a race to save a friend pull three kids into a meta mystery between books and reality.
Why this is here
Premise labels: memory loss · book jumping · fiction vs reality · stolen memories · rescue mission · time limit · secret identity · book within book
Semantic match: ranked by premise
Distance: 0.1629
After a fatal collapse, a troubled woman wakes with чужие memories and must outrun danger to learn what’s real.
Why this is here
Premise labels: memory transfer · implanted memories · unreliable perception · medical experiment · cross-country search · woman in danger · identity crisis · missing truth · murder mystery · psychological disturbance
Semantic match: ranked by premise
Distance: 0.1645
A Korean-Canadian teen with scent-triggered time slips goes to Korea to uncover her mother’s disappearance and her own past.
Why this is here
Premise labels: memory-triggered time travel · mysterious condition · family secret · missing mother · self-discovery · closure-seeking
Semantic match: ranked by premise
Distance: 0.1645
