Episode 2 of Geek Girl throws Harriet headfirst into the whirlwind of newfound fame (and its downsides) while revealing the surprisingly fake world of high fashion influencers.
The episode opens with Harriet daydreaming about Nick Park, the model she met at London Fashion Week. Meanwhile, a viral video of her tripping at the event spreads like wildfire, bringing unwanted attention from her classmates.

Across town, designer Yuji Lee ruthlessly demands a new model for her final show, leaving her staff scrambling. At Infinity Models, Wilbur sees his chance to launch Harriet's career by presenting her as the perfect fit.
Meanwhile, Nick's seemingly perfect life with model Poppy unravels as we witness their staged romance, a mere marketing ploy for a sponsorship deal. They bicker off-camera, revealing their manufactured love for social media.
Back at school, Harriet tries to escape the bullying ignited by the viral video. She even finds herself hiding from gym class and sneaking peeks at Nick's online presence.
Little does she know, Wilbur and Betty have tracked her down at school. While initially hesitant, Harriet is swayed by the offer to bring Nat along on the casting call. However, just as she seems ready to embrace this opportunity, she gets cold feet and flees, overwhelmed by the prospect of fame.
Despite the terrible day, Harriet finds a glimmer of hope when the viral video is removed from social media. However, this victory is short-lived as the school bully, Lexi, retaliates with another cruel social experiment, leaving Harriet feeling even more ostracized.
Alone and reflective, Harriet realizes that change only comes from within. With newfound determination, she leaves a voice message for Nat, confirming their attendance at the casting, and contemplates calling Wilbur. As the episode closes, the question hangs in the air: will Harriet take the leap and enter the world of high fashion?