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These books are ranked using the themes labels extracted for Gravity Falls: Journal 3.
Themes labels used: curiosity, mystery, weirdness, family, friendship, forgiveness, trust, coming of age, knowledge seeking, closure, loss, identity, hidden truth, sacrifice, heart
This does not mean the books share the same plot, setting, quality, or difficulty. It means their themes embeddings are close.
A boy who can alter reality joins a secret agency to uncover a father’s disappearance and a strange school mystery.
Why this is here
Themes labels: grief · loss · family mystery · hope · truth-seeking · identity · coming of age · trust · hidden reality · fate · ethical power use · mourning
Semantic match: ranked by themes
Distance: 0.1053
A troubled teen is sent to a secret island academy where time travel, stolen artifacts, and hidden agendas collide.
Why this is here
Themes labels: trust · secrets · identity · morality · family loss · grief · belonging · power · fate · time · deception · choice · coming of age · memory
Semantic match: ranked by themes
Distance: 0.1095
A professor and grad students stumble into a hidden valley where dinosaurs, aliens, and other eras collide, and survival becomes a puzzle.
Why this is here
Themes labels: survival · identity · memory · loss · redemption · found family · trust · self-discovery · grief · bravery · truth vs belief · scientific curiosity
Semantic match: ranked by themes
Distance: 0.1192
A teen who forgets each day but sees the future must navigate love, secrets, and a dark mystery.
Why this is here
Themes labels: memory · identity · fate · free will · future knowledge · secrets · trust · family mystery · grief · loss · trauma · choice · living with uncertainty · coming of age
Semantic match: ranked by themes
Distance: 0.1193
A teen with emerging powers stays at a secretive school over summer and uncovers deeper truths, betrayals, and danger.
Why this is here
Themes labels: identity · friendship · loyalty · betrayal · trust · self-discovery · good and evil · power and responsibility · being different · family · secrets · coming of age · choice · sacrifice
Semantic match: ranked by themes
Distance: 0.1227
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
Themes labels: friendship · family · sacrifice · truth · identity · free will · reality vs fiction · secrets · memory · trust · choice · self-discovery · reading and stories · love of stories
Semantic match: ranked by themes
Distance: 0.1230
![Cover of メイドインアビス 1 [Meido In Abisu 1] by Akihito Tsukushi](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1500922876i/35624680.jpg)
An orphan girl and a mysterious robot boy descend a vast, cursed abyss in search of relics, answers, and her mother.
Why this is here
Themes labels: curiosity · exploration · coming of age · mystery · danger and consequence · ambition · parental legacy · pursuit of truth · loss and hope · knowledge and sacrifice
Semantic match: ranked by themes
Distance: 0.1299
An epistolary underwater fantasy where two scholars’ letters uncover romance, mystery, and a deeper disappearance.
Why this is here
Themes labels: mental health · grief and loss · family · friendship · discovery · curiosity · academia · knowledge · exploration · kindness · love · memory · secrecy · investigation · loneliness · connection · science · representation
Semantic match: ranked by themes
Distance: 0.1314
A girl in witness protection races to save her missing parents and uncover the truth about her hidden past.
Why this is here
Themes labels: identity · truth and lies · trust · family secrets · deception · self-knowledge · memory · coming of age · friendship · loyalty · safety · survival · ethics of science · privacy · being watched
Semantic match: ranked by themes
Distance: 0.1319
A Hollywood fixer finds a kilted stranger with no memory, and his arrival pulls her into danger, secrets, and romance.
Why this is here
Themes labels: time travel · identity · memory · secrets · trust · danger · humor · romance · mystery · loyalty · family · adjustment · misunderstanding · hidden connections · vulnerability
Semantic match: ranked by themes
Distance: 0.1334
A disgraced psychic family reunites under pressure from the CIA, the mob, and a new awakening talent.
Why this is here
Themes labels: family · love · loss · grief · identity · legacy · fraud vs truth · belief vs skepticism · mediocrity · failure · forgiveness · redemption · burden of power · normalcy · self-acceptance · free will · responsibility · hidden talent · human connection · coming of age
Semantic match: ranked by themes
Distance: 0.1341
Three siblings uncover clues tying their family to kidnapped children and a hidden reality, forcing them to hunt for answers.
Why this is here
Themes labels: identity · family bonds · secrets · trust · working together · curiosity · belonging · truth-seeking · parental mystery · choice and responsibility
Semantic match: ranked by themes
Distance: 0.1343
