Old rock, new critter. When touched it slowly retracts into a ball. It consists of two tubes. I assume it's a filter feeder, but it doesn't look or feel like a sponge to me.
Well, the Giant Pacific tunicate gets up to 8 inches (yours isn't this kind, but there are over 1200 species), so I think yours might get up to maybe 4 inches?