For the cosine mode in the question, the Laplacian acts by multiplication by , where
These modes obey the Neumann boundary conditions. In the chemotactic term, put , . Then , and ; the second product is a quadratic polynomial in perturbation amplitude. Thus the linearized equations are
Substituting the modal time dependence gives
Separating this matrix into its transport part and the reaction Jacobian matrix gives the required form, with the same as above.

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