What is penalty for theft in store when police involved?

It depends on the county and state (assuming you are in the United States). It also depends whether or not you're a juvenile or adult. Generally speaking, if it's the first offense for retail fraud, you will receive community service, possible probation, fines and will have to pay for your court costs.