Beautiful, I took your photo to my photo shop and turned it, then I could see the yellows coming from the ends of the cross, I would definitely do the cross and the yellows in a yellow thread they need that emphasis and when you addition the black thread try shade of grey also, it is a wonderful color for this type of work.
Did you mean that the cross it self would be yellow?