  In this paper we establish a positive lower bound estimate for the second
smallest eigenvalue of the complex Hessian of solutions to a degenerate complex
Monge-Amp\`ere equation. As a consequence, we find that in the space of
K\"ahler potentials any two points close to each other in $C^2$ norm can be
connected by a geodesic along which the associated metrics do not degenerate.
