I'm not sure if it's "normal" for TMJ, but yes, I have it too. I'm using dry shampoo in between proper washes because it hurts to have the shower water falling on my head. I have it more on my left side as that's where my pain is centered. It seems to be spreading to my right though.
Yes it is normal. Basically it is swelling in the joints and pressing on your nerves.