Yes and in that case the power down will happen on both chains. Your SP will power down on the Steem chain and produce STEEM, and your HP will power down on the Hive chain and produce HIVE.
After the fork, anything you do on either chain will be completely independent of the other chain.
RE: Hive fork announcement (@smooth and @burnpost)