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Combine common axes
These books are ranked using the motifs labels extracted for Penguin Highway.
Motifs labels used: penguins, breasts, notebooks, research notes, weather, clouds, sea, maps, candy, chess
Focused on “sea” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their motifs embeddings are close.
A shipmistress and her crew battle ice, war, and prejudice on a desperate quest for a power that could save their people.
Why this is here
Motifs labels: ice · snow · cold · polar bears · ships · flying ships · magic · reading · literacy · weaving · treasure · ancient power · wind · sea
Semantic match: ranked by motifs
Distance: 0.1815
In a hazy British dystopia, an unnamed narrator watches artists and solitary people survive escalating attacks on creativity.
Why this is here
Motifs labels: books · paintings · music · television · nature imagery · sea · countryside · gardens · dogs · memory loss · eyes · towers · letters
Semantic match: ranked by motifs
Distance: 0.1911
A scientist’s Antarctic warning unravels an expedition into ancient ruins, alien history, and creeping cosmic dread.
Why this is here
Motifs labels: ice · ruins · carvings · fossils · ancient cities · dogs · penguins · tunnels · radio transmissions · maps · photographs
Semantic match: ranked by motifs
Distance: 0.1629
The Doctor, Amy, and Rory investigate a seaside clinic where impossible cures, lost memories, and sea-born secrets collide.
Why this is here
Motifs labels: letters · journals · memory loss · fog · mist · sea · beach · dancing dead · winter · medical imagery
Semantic match: ranked by motifs
Distance: 0.1958
An epistolary underwater fantasy where two scholars’ letters uncover romance, mystery, and a deeper disappearance.
Why this is here
Motifs labels: letters · correspondence · field notes · sketches · journals · documents · ephemera · sea · deep ocean · marine life · books · archives · window discovery · mystery clues
Semantic match: ranked by motifs
Distance: 0.2054
In a flooded future New York, residents of one tower navigate climate upheaval, finance, and a city fighting to adapt.
Why this is here
Motifs labels: water · boats · canals · skybridges · skyscrapers · hurricanes · polar bears · dirigible · treasure map · history snippets · financial indices · intertidal zone · gardens · moldy buildings
Semantic match: ranked by motifs
Distance: 0.1834
A fugitive teen with wings and her flock head to Antarctica on a mission that turns into a battle over climate, control, and escape.
Why this is here
Motifs labels: wings · flight · birds · Antarctica · penguins · hurricanes · ice · snowstorm · global warming · Congress · blogging · recycling · mutation · robots · auction
Semantic match: ranked by motifs
Distance: 0.1843
Two cousins in opposite versions of the same split city try to contact each other and uncover what fractured their world.
Why this is here
Motifs labels: weather · snow · ice · heat · sunlight · windows · doors · bricked-up buildings · holes in walls · objects exchanged · kaleidoscope · tarot cards · diving suit · film · mirrors · light · tinkering · inventions
Semantic match: ranked by motifs
Distance: 0.1854
In an Arctic floating city fractured by class, disease, and corruption, a mysterious orca rider sparks upheaval.
Why this is here
Motifs labels: orca · polar bear · water · floating city · noodles · memory · stories · broadcast · maps · arms of the city · animals · nanos · disease
Semantic match: ranked by motifs
Distance: 0.1867
A grieving teen enters an island mansion and faces branching choices that split her life into wildly different paths.
Why this is here
Motifs labels: umbrellas · mansion · art · paintings · mystery clues · secret passages · dog · library · scrabble
Semantic match: ranked by motifs
Distance: 0.1876
A sick teen glimpses a sky ship, then discovers a hidden cloud world, strange powers, and a war that may change both realms.
Why this is here
Motifs labels: birds · feathers · sky · ships · singing · storms · lungs · breath · brackets · punctuation · pi · clouds · air · airships · mystery disease
Semantic match: ranked by motifs
Distance: 0.1880
A map-obsessed girl races across a fractured, time-split world to rescue her kidnapped uncle and find answers.
Why this is here
Motifs labels: maps · glass · memory · clock · timekeeping · borders · travel documents · sand · water · metal · cliffhanger
Semantic match: ranked by motifs
Distance: 0.1882
