Could be because of friction.
Doesn't sound like a blister though. Blisters usually have liquid inside them. This sounds more like a skin irritation that's hardening to protect itself -- like a callous.
Get some skin lotion, with aloe vera, and try rubbing that into the area a couple times a day. After a day or two, that might make it feel better.
Does it itch?