As I understand it, the baker offered to make the cake and provide him with the materials to decorate it to his liking. I’m not sure that it would be considered the same as a flat out refusal to provide anything.
I doubt that the complaint is over not providing anything.
It is my guess that the complaint is about refusing to bake a cake for the customer.