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These books are ranked using the tone labels extracted for Catfishing on CatNet.
Tone labels used: cute, wholesome, light, funny, sweet, warm, suspenseful, gripping, heartwarming, adorable, a little dark
This does not mean the books share the same plot, setting, quality, or difficulty. It means their tone embeddings are close.
A reluctant alien leader and a human woman enter a one-year marriage bargain to save two lives—and may lose their hearts.
Why this is here
Tone labels: sweet · cute · fun · light · romantic · steamy · suspenseful · heartwarming · feel-good
Semantic match: ranked by tone
Distance: 0.1244
A teen with shifting powers and missing memories must rebuild love and friendship across two connected worlds.
Why this is here
Tone labels: sweet · fun · light · humorous · swoony · adorable · intense · suspenseful · heartfelt · fluffy · warm
Semantic match: ranked by tone
Distance: 0.1308
An overworked guardian and her niece and nephew are stranded with an alien patrol captain who may be their best chance at home.
Why this is here
Tone labels: sweet · steamy · heartwarming · cute · adorable · wholesome · romantic · suspenseful · tense · uplifting · feel-good · touching
Semantic match: ranked by tone
Distance: 0.1394
A foster kid with an eidetic memory discovers his new parents are superheroes—and gets pulled into a world-saving battle.
Why this is here
Tone labels: humorous · heartwarming · wholesome · fun · light-hearted · hopeful · tender · charming · warm · exciting · suspenseful · energetic · quirky · sweet
Semantic match: ranked by tone
Distance: 0.1404
A winged courier in a rigid city-state is pulled from a rescue into murder, sabotage, politics, and tangled romance.
Why this is here
Tone labels: light · sweet · suspenseful · romantic · adventurous · quirky · warm · fun · low-key
Semantic match: ranked by tone
Distance: 0.1425
A mother and teenage daughter discover a restored vintage camper that sends them into different decades and family mysteries.
Why this is here
Tone labels: lighthearted · fun · cute · wholesome · humorous · suspenseful · tense · delightful · entertaining · sweet · scary
Semantic match: ranked by tone
Distance: 0.1431
A learning robot boy teams up with other robots and races across the country to find his creator and free himself.
Why this is here
Tone labels: funny · heartfelt · sweet · charming · uplifting · heartwarming · cute · thoughtful · tense · suspenseful · humorous
Semantic match: ranked by tone
Distance: 0.1494
A lonely gay teen falls for a mystery boy with fire powers, then gets pulled into secrets, danger, and first love.
Why this is here
Tone labels: cute · sweet · fun · heartwarming · light · wholesome · fluffy · angsty · mysterious · suspenseful · playful · romantic · energetic · comfort read
Semantic match: ranked by tone
Distance: 0.1503
A lonely alien warrior rescues a captive woman and unexpected children, and both find the home they craved.
Why this is here
Tone labels: sweet · steamy · heartwarming · feel-good · cozy · adventurous · suspenseful · romantic · cute · heartfelt · low-angst · fun · light
Semantic match: ranked by tone
Distance: 0.1524
An outsider heroine and her alien mates must defend their tribe from hidden invaders while their bond deepens.
Why this is here
Tone labels: sweet · cute · humorous · suspenseful · intense · romantic · steamy · emotional · adventurous · lighthearted
Semantic match: ranked by tone
Distance: 0.1531
A hearing-impaired human farmer on an alien colony is forced into close contact with a custodian who learns her secret.
Why this is here
Tone labels: sweet · cute · lighthearted · wholesome · heartfelt · funny · heartwarming · emotional · soft · adorable
Semantic match: ranked by tone
Distance: 0.1535
