When removing a shirt, especially if it is made of synthetic materials, static electricity can build up on the fabric. When the shirt is pulled away from the body, the accumulated charge is released in the form of a spark, resulting in a crackling sound. This phenomenon is caused by the triboelectric effect, where certain materials rub together to generate static charge.