In this paper a sufficient
condition is given on the covariance of a stationary Gaussian process for it to have
sample paths that are unbounded in all intervals. This result is an extension of a
result of Belyaev.
It is also shown that an obvious analogue of this result applies to Gaussian
processes with stationary increments.