The linear normal-mode problem isAt it is exactly the variational Euler--Lagrange system from part ii. Therefore the energy-stability threshold coincides with the stated linear neutral threshold . Below it the quadratic production functional is negative for every nonzero perturbation, so there is no transient energy growth; at the threshold a neutral perturbation exists, and above it the leading real eigenvalue produces exponential growth.