No, it won't harm the motor, you'll love how it drives after you put some quality fuel in, even if you are bone stock.
Google the BTU content of pump gas, especially Cali 91 piss, then VP100 or higher unleaded. Different fuels have different BTU. Run race gas on stock ecu, just drain it down and reset your ecu before you take off.
dang let see if it will help out when i get the ssafc. would that be safe on the stock pistions