You should feel how you want to feel. However, I think certain politicians and most mass media outlets push you to have more compassion for white collar criminals and to think of others as less than human. When you hear them talk/print "tough on crime", they never seem to include white collar criminals in that. When the current admin expanded the IRS enforcement, they pushed back.

It's no surprise. After all, these politicians and the owners of such outlets are likely to be a little guilty of ripping people off a few thousand here and there as well...