I would move the rock and make it unfavorable for the aneneome. Maybe put it in direct flow of a powerhead? Closed GSP's dont' seem to mind being in direct flow for a day or two at all.
Might want to rip off a chunk of the mat of GSPs and put it on another rock incase it does kill them so you can keep growing them and not lose anything.