Find similar books by
Combine common axes
These books are ranked using the characterization labels extracted for Ultraviolet.
Characterization labels used: teen girl protagonist, vulnerable protagonist, relatable protagonist, strong heroine, unreliable narrator, isolated protagonist, misunderstood character, suspicious doctor, sympathetic patient group, popular rival, psychologist, scientist
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A Black teen wakes up in her friend’s body and must outwit secrets, tech, and betrayal to reclaim her life.
Why this is here
Characterization labels: teen girl protagonist · lonely outsider · cool girl · imperfect protagonists · smart heroine · active protagonist · manipulative antagonist · sympathetic villain · naive teen · supportive sister · counselor/therapy
Semantic match: ranked by characterization
Distance: 0.0977
After a severe accident, a speech-impaired teen in rehab uncovers disturbing nighttime secrets and changes in himself.
Why this is here
Characterization labels: teen protagonist · injured protagonist · mute protagonist · disabled protagonist · sympathetic protagonist · teen patients · friend group · mysterious patient · troubled patient
Semantic match: ranked by characterization
Distance: 0.0979
A traumatized teen investigates a viral party drug that makes her town eerily perfect—and dangerously not themselves.
Why this is here
Characterization labels: teen girl protagonist · adopted protagonist · anxious protagonist · straight-edge protagonist · outsider protagonist · new kid ally · mysterious outsider · perfectionist · smart protagonist · controlling protagonist · traumatized protagonist · loner
Semantic match: ranked by characterization
Distance: 0.0990
A teen time traveler returns to Gilded Age New York to stop a dangerous device from rewriting the future.
Why this is here
Characterization labels: teen protagonist · female protagonist · chosen family · strong female characters · resilient heroine · introverted heroine · courageous heroine · eidetic memory · photographic memory · stubborn heroine · jealousy · immature emotions · secondary characters · villainess · double agent · mentor scientist
Semantic match: ranked by characterization
Distance: 0.1085
A secretive teen and a grief-streaming influencer are pulled into a suspenseful web of fandom, betrayal, and obsession.
Why this is here
Characterization labels: teenage girls · influencer · superfan · secretive protagonist · shy protagonist · practical girl · manipulative friend · obsessive fan · unreliable narrators · dynamic female characters · flawed characters
Semantic match: ranked by characterization
Distance: 0.1091
A suicidal teen in a ruined future is offered an apprenticeship that could help save humanity—or force her to kill to survive.
Why this is here
Characterization labels: teenage heroine · female protagonist · damaged protagonist · suicidal protagonist · self-harming protagonist · outcast · misfit · strong female lead · complex character · resilient heroine · stoic mentor · enigmatic stranger · young adult protagonist · abused child · intelligent protagonist · snarky protagonist · flawed protagonist
Semantic match: ranked by characterization
Distance: 0.1103
A top student is recruited into a secret time-travel agency and must navigate conspiracies, rules, and a new identity.
Why this is here
Characterization labels: teen operative · strong heroine · sassy heroine · rebellious protagonist · selfish protagonist · whiny protagonist · smart protagonist · resourceful protagonist · outsider · antagonistic side characters
Semantic match: ranked by characterization
Distance: 0.1112
After an accident, a teen violinist loses memories and sees an invisible boy, leading her into a buried secret about her past.
Why this is here
Characterization labels: teen girl · violist · introspective protagonist · emotionally isolated · depressed protagonist · protective parent · best friend · ex-boyfriend · supportive friend
Semantic match: ranked by characterization
Distance: 0.1161
A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.
Why this is here
Characterization labels: teen heroine · naive heroine · strong heroine · sympathetic protagonist · morally conflicted · decisive protagonist · flawed protagonist · love interests · supporting character development · elite society · outsider survivors
Semantic match: ranked by characterization
Distance: 0.1178
A shy teen super is pulled into a villain’s scheme and must decide whom to trust when her family’s safety is on the line.
Why this is here
Characterization labels: teen heroine · introverted protagonist · anxious protagonist · shy protagonist · vulnerable heroine · self-discovery arc · confidence arc · protective sibling · quippy sidekick · manipulative villain · creepy villain · unhinged villain · complex antagonist · fleshed-out side character · cautious protagonist
Semantic match: ranked by characterization
Distance: 0.1201
An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.
Why this is here
Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist
Semantic match: ranked by characterization
Distance: 0.1203
A teen mind reader is drawn into a hidden community of her kind, where trust and freedom may cost everything.
Why this is here
Characterization labels: teen heroine · mind reader · freak · outsider · whiny protagonist · insecure protagonist · naive protagonist · strong heroine · compassionate heroine · mysterious love interest · controlling grandmother · mentor figure · popular girl · troubled father figure
Semantic match: ranked by characterization
Distance: 0.1204
