Take the eggplant out of the oven, then assemble each piece with one layer of tomato sauce/paste, one layer with a leave or two of the herbs, a layer of cheese (if using), and a layer pepperoni (if using). When you have assembled each of the rounds, place them back in the oven and bake for another 10 minutes or until the cheese has melted and the pepperoni is slightly crispy.