I had this problem with mine this past summer and it turned out I had lost the lock bolt that holds the gas receptacle steady. Once I replaced the lock bolt, it ran fine.

You don't happen to have the manual for this bad boy, do you? Mine came with the purchase of my house and I can't find the manual.