We consider the finite-difference space semi-discretization of the beam equation with an internal stabilization. By using a frequency domain approach, we prove that this scheme yields a uniform exponential decay rate (with respect to the mesh size). This positive result is in contrast with previous negative ones for the case of boundary stabilization or for other evolution equations.