Let (M n , g) denote a closed Riemannian manifold (n ≥ 3) which admits a metric of negative curvature (not necessarily equal to g). Let ω 1 := ω 0 + π * σ denote a twisted symplectic form on T M , where σ ∈ Ω 2 (M ) is a closed 2-form and ω 0 is the symplectic structure on T M obtained by pulling back the canonical symplectic form dx∧dp on T * M via the Riemannian metric. Let Σ k be the hypersurface |v| = √ 2k. We prove that if n is odd and the Hamiltonian structure (Σ k , ω 1 ) is Anosov with C 1 weak bundles then (Σ k , ω 1 ) is stable if and only if it is contact. If n is even and in addition the Hamiltonian structure is 1/2-pinched, then the same conclusion holds. As a corollary we deduce that if g is negatively curved, strictly 1/4-pinched and σ is not exact then the Hamiltonian structure (Σ k , ω 1 ) is never stable for all sufficiently large k.