"Rolling down in the deep" is a phrase from the song "Astronaut in the Ocean" by Masked Wolf. The lyrics describe a feeling of being overwhelmed or mentally frozen when people talk too much, and the sensation of rolling down into a deep space. The song has become popular on TikTok and other social media platforms, and has been used in various videos and memes.