another way I have used in the past - at HEB in the veggies section (also in the kitchen appliances section) they sell little yellow lemon squeeze cloths. they have an elastic band allready, so no rubber bands required, just put the mushroom on the rock, put the lemon cloth over, and it will hold it to the rock.

assuming you use a large enough rock.