The rose is not mentioned in the story itself. in fact, it rather reflects, as Faulkner said himself, the pity one would have towards a person like Emily.
No, while Faulkner doesn't directly tell his readers that Miss Emily is white, her position as old Southern aristocracy clearly makes her white. Note too that Faulkner refers to her servant as a...