We study simple nonequilibrium distributions describing a classical gas of particles interacting via a pair potential φ(x/ε), in the Boltzmann-Grad scaling ε → 0. We establish bounds for truncated correlations (cumulants) of arbitrary order as a function of the internal separation of particles in a cluster, showing exponential decay for finite range interactions.