When I have to leave my handgun in my vehicle I always used to unload it and carry all magazines with me unless they were prohibited too. It would not be very fun comming back to your vehicle and looking down the barrel of your own loaded gun with someone else holding it wanting your keys, wallet, cell phone, watch and other items.
I have a secure lock box installed now. So I can lock it up and not worry about it on short trips inside.