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Combine common axes
These books are ranked using the characterization labels extracted for A House Like a Lotus.
Characterization labels used: intelligent teen, sheltered teen, angsty teen, emotionally vulnerable, brilliant older mentor, charming bad boy, medical professional, complex adults, contradictory characters, morally ambiguous adults
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A shunned teen with a tiny finding-lost-things power gets pulled into friendship and a dangerous missing-child case.
Why this is here
Characterization labels: misunderstood teen · gifted teen · brilliant teen · cynical teen · snarky teen · loner · outcast · social pariah · intelligent friend · supportive father · child detective helper · quirky secondary characters
Semantic match: ranked by characterization
Distance: 0.1322
A teen on an unwanted Disney vacation is thrown into 1982, where she falls for a boy she can't keep.
Why this is here
Characterization labels: bratty teen · whiny protagonist · sarcastic teen · controlling · independent · protective parent · kind love interest · cute boy · supportive boy · typical teenager · matured protagonist · resourceful love interest
Semantic match: ranked by characterization
Distance: 0.1392
A teen sent to study with her grandparents slips through a time gate into a dangerous past of druids, tribes, and sacrifice.
Why this is here
Characterization labels: teen protagonist · young adult protagonist · smart heroine · naive heroine · self-centered male character · illness-driven character · protective adults · skeptical elders · mature teenagers · romantic interest
Semantic match: ranked by characterization
Distance: 0.1404
A bored teen and a boy from 1925 meet on one beach, uncover a mystery, and race to save their impossible love.
Why this is here
Characterization labels: angsty teen · rebellious teen · spoiled rich girl · resourceful heroine · clever heroine · matured character arc · dreamy love interest · poetic love interest · brooding love interest · gentlemanly · sensitive hero · hero material · controlled by family · ambitious writer
Semantic match: ranked by characterization
Distance: 0.1429
In a virus-ravaged future, a teen medic hunts for a cure by studying the engineered beings blamed for humanity’s fall.
Why this is here
Characterization labels: strong heroine · teen medic · medical intern · determined protagonist · smart protagonist · resourceful · brave · headstrong · loyal · selfless · idealistic · outspoken · skeptical adult authorities · mysterious ally · brooding love interest · funny boyfriend · rebellious faction
Semantic match: ranked by characterization
Distance: 0.1444
A teen with anxiety faces a comet countdown, mysterious portals, and a choice between staying or vanishing into the unknown.
Why this is here
Characterization labels: anxious protagonist · relatable teen · immature protagonist · conflicted heroine · supportive boyfriend · best friend · dysfunctional family · traumatized parent · teen angst · morally conflicted
Semantic match: ranked by characterization
Distance: 0.1452
In a controlled post-apocalyptic city, an illegal second-born girl escapes hiding and gets pulled into rebellion and secrets.
Why this is here
Characterization labels: teen protagonist · sheltered protagonist · rebellious heroine · willful · determined · reckless · naive
Semantic match: ranked by characterization
Distance: 0.1465
A homeschooled teen with one hand wins astronaut camp and gets swept into aliens, powers, romance, and a world-saving crisis.
Why this is here
Characterization labels: smart heroine · witty heroine · sheltered heroine · homeschooled teen · disabled protagonist · strong female lead · supportive parents · best friend with crush · rich bad boy · eccentric scientist · moral ambiguity · team ensemble
Semantic match: ranked by characterization
Distance: 0.1467
Six teens discover their parents are secret supervillains and run away together to survive, resist, and uncover the truth.
Why this is here
Characterization labels: distinct personalities · relatable teens · teen angst · wisecracking teens · strong ensemble · moral innocence · naive youth · capable girls · smart strategist · snarky character · youngest-child behavior · diverse cast · mischievous · brave · vulnerable
Semantic match: ranked by characterization
Distance: 0.1485
A teen superhero team opens an illegal club to test powers, then faces a deadly crowd-controlling enemy.
Why this is here
Characterization labels: teen protagonists · flawed heroes · morally conflicted · self-doubt · angsty teens · self-loathing · cautious moralist · charismatic leader · isolated outsider
Semantic match: ranked by characterization
Distance: 0.1519
A clone teen with the power to jump realities wakes alone on abandoned Earth and must solve why he was created.
Why this is here
Characterization labels: teen protagonist · clone · sarcastic · overanalytical · introspective · thoughtful · smart · lonely · self-doubting · prickly heroine · young couple · morally conscientious · idealistic · relatable
Semantic match: ranked by characterization
Distance: 0.1534
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
Characterization labels: teen protagonist · reserved protagonist · brave protagonist · emotionally mature teen · emotionally unavailable father · single father · absent mother · supportive best friend · sweet love interest · supportive aunt · complex side characters
Semantic match: ranked by characterization
Distance: 0.1538
