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Combine common axes
These books are ranked using the premise + setting labels extracted for The Locket. Books rank higher when they are close on every selected axis.
Premise labels used: time travel, second chance, mistake correction, love triangle, teen relationship
Setting labels used: high school, contemporary
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
A teen falls for a girl, loses her, and gets repeated chances to rewind time—at a cost to everyone else he loves.
Why this is here
Premise labels: time loop · second chances · love and loss · preventing death · choices and consequences
Setting labels: high school · college transition · party setting · contemporary setting · present day
Semantic match: ranked by premise + setting
Distance: 0.1564
A shy teacher stranded in the future must phone a work nemesis to save her past self—and maybe fall in love.
Why this is here
Premise labels: time travel romance · wormhole accident · future-to-present phone contact · forced cooperation · rivals to lovers · workplace romance
Setting labels: contemporary · school setting · high school · New York City · future timeline · present day
Semantic match: ranked by premise + setting
Distance: 0.1602
Future letters push a shy high schooler and her friends to try to save a troubled boy and rewrite regret.
Why this is here
Premise labels: future letters · time travel · fate change · suicide prevention · friendship support · second chance
Setting labels: high school · teen ensemble · present day · future selves · multiple timelines
Semantic match: ranked by premise + setting
Distance: 0.1939
A planned-out teen falls for a boy who claims to remember their future together, even as his memories turn ominous.
Why this is here
Premise labels: first love · future memories · time slip · destined couple · romance with twist · fated relationship · life redo · impossible love
Setting labels: high school · 1990s · mid-1990s · contemporary setting · school setting · teen life · military path
Semantic match: ranked by premise + setting
Distance: 0.1975
A teen who forgets each day but sees the future must navigate love, secrets, and a dark mystery.
Why this is here
Premise labels: memory loss · future memories · notes to self · hidden condition · romantic complication · family secrets · mystery hook
Setting labels: high school · contemporary setting · suburban family life · school scenes · home scenes · teen social world · modern day · psychological realism
Semantic match: ranked by premise + setting
Distance: 0.2040
A shy teen receives a letter from her future self and joins friends in trying to change a painful fate.
Why this is here
Premise labels: future letters · time paradox · change the future · prevent regret · save a friend · love triangle · friend group mission
Setting labels: high school · teen life · present day · future timeline · alternate future
Semantic match: ranked by premise + setting
Distance: 0.2093
A science-minded middle schooler gets a chance to redo the past and save a friendship before it all falls apart.
Why this is here
Premise labels: second chance · do-over · time slip · broken friendship · lost friendship · mistaken choices · alternate timeline · reset life · avoid the past · change the future
Setting labels: middle school · high school · seventh grade · senior year · school fair · contemporary setting · parallel reality · time travel world · school community
Semantic match: ranked by premise + setting
Distance: 0.2107
A schoolgirl discovers time-leaping abilities and, alongside a second story about fears, confronts memory, consequence, and change.
Why this is here
Premise labels: time travel · accidental powers · mystery figure · teen protagonist · school life · psychological fear
Setting labels: high school · school science lab · 1960s · Japan · future society · everyday life · school setting
Semantic match: ranked by premise + setting
Distance: 0.2133
Two former friends relive graduation day in a time loop, forcing them to rethink love, friendship, and the future.
Why this is here
Premise labels: time loop · graduation day · former friends · second chance · perfect kiss · rekindled friendship · unexpected romance · do-over
Setting labels: high school · graduation day · small town · present day · school setting · electronic store · suburban setting · looped reality
Semantic match: ranked by premise + setting
Distance: 0.2168
A 40-year-old woman wakes up in her 16-year-old body and gets a chance to revisit her life and her dying father.
Why this is here
Premise labels: time travel · do-over · midlife reckoning · father-daughter bond · grief · second chance
Setting labels: New York City · Manhattan · Brooklyn · 1990s · 1996 · contemporary · private school · hospital · childhood home · urban
Semantic match: ranked by premise + setting
Distance: 0.2169
Bennett must balance time travel, family, and a fragile love with Anna across two decades.
Why this is here
Premise labels: time-crossed romance · long-distance relationship · time travel · forbidden love · relationship under strain · moral dilemma · gift with consequences
Setting labels: 1995 Chicago · 2012 San Francisco · high school setting · contemporary setting · school life · family home life
Semantic match: ranked by premise + setting
Distance: 0.2227
A Chicago teen and a time-traveling boy from the future fall into a romance that may alter both their lives.
Why this is here
Premise labels: time travel romance · forbidden meeting · star-crossed lovers · girl from the past · boy from the future · hidden ability · fate vs choice · relationship under deadline
Setting labels: 1990s · 1995 · Chicago · San Francisco · Illinois · high school · bookstore · track · contemporary world
Semantic match: ranked by premise + setting
Distance: 0.2330
