Chef has a positive connotation because the term "Chef" is usually used to describe a person who has undergone culinary school and works in an upscale restaurant or as a private chef. A cook is typically seen as a lower skilled chef and therefore has a negative connotation. This is a good reference: https://www.reluctantgourmet.com/difference-cook-chef/
