  The sample-to-sample fluctuations of the free energy in finite-dimensional
Ising spin glasses are calculated, using the replica method, from higher order
terms in the replica number $n$. It is shown that the Parisi symmetry breaking
scheme does not give the correct answers for these higher order terms. A
modified symmetry breaking scheme with the same stability is shown to resolve
the problem.
