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Research on digital reputation (boyd, 2014) emphasizes that context collapse—the breakdown of separate social spheres online—is a primary risk for creators. Furthermore, studies on cancel culture (Ng, 2020) indicate that exposure events trigger rapid in-group/out-group signaling among followers. However, limited scholarship exists on “resilience cycles” post-exposure. This paper builds on Meyrowitz’s (1985) theory of mediated behavior, updating it for the algorithmic age where leaked content can be re-surfaced years later via recommendation engines.

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One user, going by "Beth_in_Ohio," posted a video tearfully claiming she spent $3,200 on coaching only to receive automated templates. Research on digital reputation (boyd, 2014) emphasizes that

But the real engine of her brand has always been social media—specifically Twitter (X), Instagram, and Reddit. This brings us to the crux of the keyword: . This paper builds on Meyrowitz’s (1985) theory of