If i'm going to be on the bike awhile, I wear cycling shorts under my regular shorts. I also wear wicking shirts..not necessarily jerseys but the same material for a fraction of the cost from Target. That's my usual commute wear, or long weekend rides.
If i'm just cruising to the store, or a bar that's not more than a few miles, i'll just wear regular clothes. Never "full kit" though..