I am not sure the interpretation is that straightforward. The Taylor rule describes off-equilibrium behavior. In equilibrium, it’s not clear what the covariance between the output gap in the interest rate will be. See e.g.
But yes, it’s always a good idea to conduct a sensitivity analysis to find out what is going on in the model.