I think it is a bit sticky. The pension is part of their compensation, so if they have served the years to get a certain pension, it is essentially taking away part of their salary retroactively. It kind of stinks of kangaroo court tactics.
If we are concerned with the cost of pensions for politicians, we really need to look at how to reform them for all politicians going forward, not finding reasons to retroactively strip them from a few individuals.