My Trumpers cream dried out like that too. I just treated it like a soap after that and it seemed to work alright. 

I know this is going to sound absolutely crazy, but have you guys ever watched a plumber wrap the threads of a pipe in teflon tape?
Go to your local hardware store and try it out, I don't think you'd be dissappointed.