The statistics of tile spatial correlations of eigenfunctions is inves
tigated in chaotic systems with or without time-reversal symmetry. It
is rigorously shown that wave functions corresponding to different ene
rgy levels are uncorrelated in space. At a given eigenstate, we find t
hat though the background of wave function density fluctuates strongly
, there exist the long-standing Friedel oscillations in wave function
intensity. The joint distribution of the intensity at two separate spa
ce points is presented by the universal law with one parameter the ave
rage amplitude correlation. This distribution encompasses two differen
t regions: One with an independent joint distribution for small values
of density fluctuations, and the other showing an increasing spatial
correlation for the large fluctuations.