The "SpongeBob Yelling" meme template is used to express intense frustration or anger in response to a situation, often highlighting the disparity between the outburst and the bewildered reactions of those around. It captures moments when someone feels overwhelmed or exasperated, prompting a loud and dramatic response that leaves others shocked or confused.