I understand where you're coming from.
The walls in my sewing room are painted a light cream color to reflect light rather than absorb it like a dark color would. The furniture and sewing machine cabinet are white. Having a neutral backdrop like that provides calm and allows me to focus and concentrate on the fabrics I'm using without competition from a second color or pattern.
Color corrected lighting also helps a lot.