Near a saddle-focus equilibrium with a homoclinic orbit, Shilnikov's theorem (1965) guarantees chaos when ρ/λ < 1 (divergence beats contraction). Trajectories spiral out in 2D, return via 1D stable manifold, and repeat — creating a countably infinite set of periodic orbits.