Remember: whether a claim is causal or descriptive is a property of your *question* (and implied theory), not your *analysis*
Don't posit a theory that is only interesting because it implies X causes variation in Y, test for a statistical relationship between X and Y, but then say you are not interpreting causally. Of course you are interpreting it causally. That was the whole point of what you just did.