Recent numerical developments in the study of glassy systems have shown tha
t it is possible to give a purely geometric interpretation of the dynamic g
lass transition by considering the properties of unstable saddle points of
the energy. Here we further develop this approach in the context of a mean-
field model, by analytically studying the properties of the closest saddle
point to an equilibrium configuration of the system. We prove that when the
glass transition is approached the energy of the closest saddle goes to th
e threshold energy, defined as the energy level below which the degree of i
nstability of the typical stationary points vanishes. Moreover, we show tha
t the distance between a typical equilibrium configuration and the closest
saddle is always very small and that, surprisingly, it is almost independen
t of the temperature.