Have you looked at the posterior covariance between b and the estimated covariance between e and y? They should have a negative correlation as they are competing explanations for the same phenomenon. You could exclude e from the covariance model and get something closer to what you want, I think. I’m having trouble coming up with the relevant numerical intuition here so my answer might be off base.