The 'Bus Girl' meme features German TikTok creator Xsusann._ sitting on public transport, turning her head to look back at the camera with a subtle, aesthetic gaze. Gaining massive traction in late 2023 and 2024, the clip became a staple template for 'POV' (point of view) content across social media platforms. It is most frequently used to depict relatable social interactions, such as the feeling of being watched, catching a crush's eye, or responding to an imaginary situation happening in the seat behind her. The meme’s popularity is driven by its high-quality cinematic look and the versatile, mysterious expression of the creator, which fits a wide range of humorous or 'vibe-heavy' contexts.