My lets shake during stiffies. It used to happen a lot more when i kept my legs just out of lock, they kept shaking and kinda popping in and out of lock. To counter this, i just bend my knees a tad bit more and keep my back strait.
I think eventually all your stabilization muscles get stronger and the legs shake less.
-Fatty