The cosine modes satisfy both zero-flux endpoint conditions and . Linearizing the reaction terms gives and . Cancelling the common mode factor yields
The derivatives are exactly the entries of the matrix computed in (ii). The zero mode reproduces the stable homogeneous perturbation; positive integers give the possible spatial instabilities.

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