I looked at several references. Most had pictures of PMD spinners that were rusty colored. But most were also males as is Walter's picture.

Here is what Hafele and Hughes have to say in Western Mayfly Hatches:
"Spinner Characteristics ... c. Body of females pale olive-yellow to Brown; body of males typically darker, yellowish-brown to reddish brown."