Could it be Plantar Fasciitis??

http://arthritis.webmd.com/understan...iitis-symptoms

I've had it in the past. For me, Nike's were unbearable (and I considered them stiff), but my dress shoes were very comfortable (because they had a steel stay in the sole).

Stretching, awareness, pain reliever....and in a couple weeks it was gone.