We investigate the dynamical behavior of chaotic states in two-dimensi
onal capacitive Josephson-junction arrays (JJA) driven by uniform exte
rnal ac and dc currents via numerical simulations of the resistively-s
hunted-junction (RSJ) model. In chaotic states the distribution functi
ons for the fluctuating voltages in individual transverse junctions ha
ve exponential tails similar to findings for the temperature in fluid
turbulence. We present a mechanism for the origin of this behavior in
arrays based on the random generation and motion of vortices. We also
provide evidence to argue that collectively chaotic behavior does not
occur.