```python
text = """Seventeen-year-old Bianca Piper is a cynical senior at Hamilton High who spends her weekends at the Nest, a converted bar turned teen lounge, watching her best friends dance and flirt. Casey Blithe is the tall, gorgeous cheerleading captain; Jessica Gaither is bubbly and sweet. One night, Wesley Rush, the school's most notorious womanizer, sits beside Bianca and tells her she is the "Duff," the Designated Ugly Fat Friend. Socializing with the least attractive member of a friend group, he explains, improves his chances with her hotter friends. Enraged, Bianca throws her Cherry Coke on him and drags her friends out. At home, she studies herself in the mirror and reluctantly concludes that the label fits.
Bianca's home life deepens her insecurity. Her mother, Gina, a motivational speaker and self-esteem author, has been on tour for almost two months. Her father, Mike, who is in recovery from alcohol addiction, pleads with Gina on the phone to come home, and Bianca fears the strain could trigger a relapse. At school, she learns that Toby Tucker, the politically active boy she has long had a crush on, has a serious girlfriend. That evening, Mike insists Bianca go out, so she returns to the Nest. Overwhelmed by worry, she impulsively kisses Wesley. The intensity silences her racing thoughts. When he gropes her, she slaps him and storms off, later insisting to Casey it was a one-time mistake.
Their English teacher pairs Bianca with Wesley for a report on Nathaniel Hawthorne's The Scarlet Letter. When Bianca comes home from a sleepover, she finds the living room destroyed: broken glass, overturned furniture, and beer bottles everywhere. On the kitchen table sits a manila envelope containing divorce papers signed by her mother. Bianca cleans up in numb silence, realizing the papers triggered her father's relapse, and redirects the study session to Wesley's house. There, she argues that Hester Prynne's affair was motivated by a desire for distraction from misery, an interpretation mirroring her own state. Consumed by her parents' crisis, she kisses Wesley, and they have sex. The physical intensity clears her mind entirely. Afterward, she makes Wesley promise secrecy.
A flashback reveals the source of Bianca's romantic caution: at 14, she secretly dated Jake Gaither, Jessica's older brother, only to discover after three months that he had a long-term girlfriend the entire time. Back in the present, Bianca and Wesley's encounters become a regular pattern. She lies to Casey about her whereabouts and withdraws from both friends, comparing herself to someone with an addiction. Wesley is her fix, silencing anxious thoughts about her father's drinking and her crumbling family. Casey, hurt by Bianca's cancellations, grows cold. Bianca avoids confrontation, afraid honesty will expose her father's secret.
On Valentine's Day, Bianca works alongside Toby delivering flowers at school. He reveals he and his girlfriend broke up and tucks a flower behind Bianca's ear. Gina then appears unexpectedly and takes Bianca out of school. In the car, Gina tearfully explains she wants a divorce, acknowledging her years of traveling were her own form of escape. That night, Bianca goes to Wesley's house, where she stays overnight for the first time without it being purely about sex. Wesley reveals his parents are perpetually absent and his grandmother has turned his younger sister, Amy, against him. Bianca offers to listen. Wesley kisses her gently and says, "Thank you, Bianca," a tender departure from their usual dynamic.
Mike's drinking escalates over the following weeks. When Wesley visits Bianca's house for the first time, they encounter Mike in the living room, visibly drunk. Mike accuses Bianca of being a whore and slaps her across the temple. Wesley punches Mike and escorts Bianca out. At his house, Wesley insists such labels are cheap words people use to avoid examining their own mistakes. They have sex again, but this time it is slow and emotionally honest, what Bianca describes as "horrifyingly right" (177).
The next morning, Bianca wakes feeling safe in Wesley's arms. A forgotten pink sweater in the corner, belonging to another girl, jolts her into recognizing her feelings: she is jealous, she wants to make him happy, she feels content. Terrified of being hurt the way Jake hurt her, she tells Wesley they must stop and flees before he can respond. In Casey's truck, Bianca confesses everything. Casey is hurt but listens. Bianca admits her feelings for Wesley but insists he would never want a relationship with the Duff. Casey argues the label is meaningless, noting that she herself feels like the Duff because of her extreme height. At home, Bianca finds Mike sober and remorseful. He apologizes for hitting her, promises to attend Alcoholics Anonymous meetings, and calls his old sponsor. Together, they pour every bottle of alcohol down the drain.
Bianca avoids Wesley and begins dating Toby, who asks her out after his Harvard acceptance. Their first date goes well, but the happiness is fragile. She finds a note on her desk in Wesley's handwriting: "Wesley Rush doesn't chase girls, but I'm chasing you" (243). Jessica tells Bianca she sees no spark with Toby and reveals that Jake confessed their past relationship to her. Wesley then appears at Bianca's house while she and Toby are together, accusing Bianca of running from her feelings and using Toby as a new escape. Bianca retaliates, saying Wesley pursues her only because his ego cannot handle someone walking away. Stung, Wesley leaves. Bianca returns to Toby but cannot lose herself in his kiss the way she could with Wesley.
Amy approaches Bianca at school to say Wesley has changed because of her. Roses arrive with a letter in which Wesley writes he is falling in love with Bianca and that she inspired him to reconnect with his parents. Reading Emily Brontë's Wuthering Heights, Bianca is struck by Cathy Earnshaw's speech comparing her love for the safe Linton to foliage and her love for the wild Heathcliff to eternal rocks. She substitutes Toby and Wesley into the passage and is shaken.
A final realization arrives through an unexpected source. Classmate Vikki McPhee confides that a pregnancy scare turned out negative but frightened her. Bianca recognizes they have been living parallel lives, using sex to escape and vulnerable to the same judgments. Calling someone a whore or a slut, she realizes, is just like calling someone the Duff: a cheap label that feeds on insecurities every girl shares. Being the Duff simply means having friends close enough to make you feel insecure by comparison, and that is something to be proud of.
Gina arrives for a surprise visit, giving Bianca a silver necklace with a small white B charm. That evening, Toby takes Bianca, Casey, and Jessica to the Nest. Inside, Bianca spots Wesley sitting alone at the bar, a visible change from his old behavior. Toby notices her staring and tells her to go, confessing he is not over his ex-girlfriend Nina. They part amicably. Bianca walks toward Wesley and trips in her platform shoes; he catches her and helps her onto a bar stool. She tells him she does not love him yet but has real feelings for him. She sets conditions: real dates, no more calling her Duffy, and a slower physical pace. Wesley agrees, kisses her, orders her a Cherry Coke, and tells her she looks beautiful. Bianca accepts the imperfection of their relationship and of herself, embracing the idea that everyone is the Duff and that facing reality, rather than escaping it, is where real connection lives."""
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1138
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Seventeen-year-old Bianca Piper is a cynical senior at Hamilton High who spends her weekends at the Nest, a converted bar turned teen lounge, watching her best friends dance and flirt. Casey Blithe is the tall, gorgeous cheerleading captain; Jessica Gaither is bubbly and sweet. One night, Wesley Rush, the school's most notorious womanizer, sits beside Bianca and tells her she is the "Duff," the Designated Ugly Fat Friend. Socializing with the least attractive member of a friend group, he explains, improves his chances with her hotter friends. Enraged, Bianca throws her Cherry Coke on him and drags her friends out. At home, she studies herself in the mirror and reluctantly concludes that the label fits.
Bianca's home life deepens her insecurity. Her mother, Gina, a motivational speaker and self-esteem author, has been on tour for almost two months. Her father, Mike, who is in recovery from alcohol addiction, pleads with Gina on the phone to come home, and Bianca fears the strain could trigger a relapse. At school, she learns that Toby Tucker, the politically active boy she has long had a crush on, has a serious girlfriend. That evening, Mike insists Bianca go out, so she returns to the Nest. Overwhelmed by worry, she impulsively kisses Wesley. The intensity silences her racing thoughts. When he gropes her, she slaps him and storms off, later insisting to Casey it was a one-time mistake.
Their English teacher pairs Bianca with Wesley for a report on Nathaniel Hawthorne's
The Scarlet Letter. When Bianca comes home from a sleepover, she finds the living room destroyed: broken glass, overturned furniture, and beer bottles everywhere. On the kitchen table sits a manila envelope containing divorce papers signed by her mother. Bianca cleans up in numb silence, realizing the papers triggered her father's relapse, and redirects the study session to Wesley's house. There, she argues that Hester Prynne's affair was motivated by a desire for distraction from misery, an interpretation mirroring her own state. Consumed by her parents' crisis, she kisses Wesley, and they have sex. The physical intensity clears her mind entirely. Afterward, she makes Wesley promise secrecy.
A flashback reveals the source of Bianca's romantic caution: at 14, she secretly dated Jake Gaither, Jessica's older brother, only to discover after three months that he had a long-term girlfriend the entire time. Back in the present, Bianca and Wesley's encounters become a regular pattern. She lies to Casey about her whereabouts and withdraws from both friends, comparing herself to someone with an addiction. Wesley is her fix, silencing anxious thoughts about her father's drinking and her crumbling family. Casey, hurt by Bianca's cancellations, grows cold. Bianca avoids confrontation, afraid honesty will expose her father's secret.
On Valentine's Day, Bianca works alongside Toby delivering flowers at school. He reveals he and his girlfriend broke up and tucks a flower behind Bianca's ear. Gina then appears unexpectedly and takes Bianca out of school. In the car, Gina tearfully explains she wants a divorce, acknowledging her years of traveling were her own form of escape. That night, Bianca goes to Wesley's house, where she stays overnight for the first time without it being purely about sex. Wesley reveals his parents are perpetually absent and his grandmother has turned his younger sister, Amy, against him. Bianca offers to listen. Wesley kisses her gently and says, "Thank you, Bianca," a tender departure from their usual dynamic.
Mike's drinking escalates over the following weeks. When Wesley visits Bianca's house for the first time, they encounter Mike in the living room, visibly drunk. Mike accuses Bianca of being a whore and slaps her across the temple. Wesley punches Mike and escorts Bianca out. At his house, Wesley insists such labels are cheap words people use to avoid examining their own mistakes. They have sex again, but this time it is slow and emotionally honest, what Bianca describes as "horrifyingly right" (177).
The next morning, Bianca wakes feeling safe in Wesley's arms. A forgotten pink sweater in the corner, belonging to another girl, jolts her into recognizing her feelings: she is jealous, she wants to make him happy, she feels content. Terrified of being hurt the way Jake hurt her, she tells Wesley they must stop and flees before he can respond. In Casey's truck, Bianca confesses everything. Casey is hurt but listens. Bianca admits her feelings for Wesley but insists he would never want a relationship with the Duff. Casey argues the label is meaningless, noting that she herself feels like the Duff because of her extreme height. At home, Bianca finds Mike sober and remorseful. He apologizes for hitting her, promises to attend Alcoholics Anonymous meetings, and calls his old sponsor. Together, they pour every bottle of alcohol down the drain.
Bianca avoids Wesley and begins dating Toby, who asks her out after his Harvard acceptance. Their first date goes well, but the happiness is fragile. She finds a note on her desk in Wesley's handwriting: "Wesley Rush doesn't chase girls, but I'm chasing you" (243). Jessica tells Bianca she sees no spark with Toby and reveals that Jake confessed their past relationship to her. Wesley then appears at Bianca's house while she and Toby are together, accusing Bianca of running from her feelings and using Toby as a new escape. Bianca retaliates, saying Wesley pursues her only because his ego cannot handle someone walking away. Stung, Wesley leaves. Bianca returns to Toby but cannot lose herself in his kiss the way she could with Wesley.
Amy approaches Bianca at school to say Wesley has changed because of her. Roses arrive with a letter in which Wesley writes he is falling in love with Bianca and that she inspired him to reconnect with his parents. Reading Emily Brontë's
Wuthering Heights, Bianca is struck by Cathy Earnshaw's speech comparing her love for the safe Linton to foliage and her love for the wild Heathcliff to eternal rocks. She substitutes Toby and Wesley into the passage and is shaken.
A final realization arrives through an unexpected source. Classmate Vikki McPhee confides that a pregnancy scare turned out negative but frightened her. Bianca recognizes they have been living parallel lives, using sex to escape and vulnerable to the same judgments. Calling someone a whore or a slut, she realizes, is just like calling someone the Duff: a cheap label that feeds on insecurities every girl shares. Being the Duff simply means having friends close enough to make you feel insecure by comparison, and that is something to be proud of.
Gina arrives for a surprise visit, giving Bianca a silver necklace with a small white B charm. That evening, Toby takes Bianca, Casey, and Jessica to the Nest. Inside, Bianca spots Wesley sitting alone at the bar, a visible change from his old behavior. Toby notices her staring and tells her to go, confessing he is not over his ex-girlfriend Nina. They part amicably. Bianca walks toward Wesley and trips in her platform shoes; he catches her and helps her onto a bar stool. She tells him she does not love him yet but has real feelings for him. She sets conditions: real dates, no more calling her Duffy, and a slower physical pace. Wesley agrees, kisses her, orders her a Cherry Coke, and tells her she looks beautiful. Bianca accepts the imperfection of their relationship and of herself, embracing the idea that everyone is the Duff and that facing reality, rather than escaping it, is where real connection lives.