It depends if your in the vehicle or not, mostly.
If your in the vehicle, the best place for your pistol to be is on either the dash or the seat next to you. And it can stay loaded.
If your not in the vehicle, it can be anywhere (even concealed - which is highly recommended).
Rifles are a bit trickier, but generally its best to keep them unloaded, and in the trunk.