[jason1990]

For any random variable X, E[X] is only defined when E[|X|] is finite. So in this case, E[Z_j] is undefined. It is similar to to the fact that, in elementary calculus, the (improper) integral from -1 to 1 of 1/x is not 0; it is undefined.