The stable manifold of a dynamical system refers to the set of points in the phase space that asymptotically approach an equilibrium point or periodic orbit as time goes to infinity. It plays a crucial role in understanding the long-term behavior of dynamical systems by delineating the regions of attraction towards stable states.