The possiblities are bay, chestnut, and liver chestnut. Since the only color the stallion can give is chestnut, it depends on if the mare gave the black, bay or chestnut gene. Just remember that foals are usually born lighter in color. I've seen lots of people be like "OH!!! My mare just had a palomino!! YAY!!" When its just a chestnut.