Clustering motion of particles is found in Hamiltonian dynamics of symplectic coupled map systems. Particles assemble and move with strong correlation. The motion is chaotic but is distinguishable from random chaotic motion. Lyapunov analysis distinguishes global instability and local fluctuations. Cluster motions have finite lifetime. It has a fractal geometric structure in the phase space, and trapped to ruins of KAM and islands.