 Solution

If $x^{T}1=0$, then $x^{T}Q=-R{x}^T$. Induction gives $x^T{Q}^n=(-R{)}^n{x}^T$. Summing the matrix-exponential series yieldsThus deviations of total mass zero decay with the single rate $R$.