Ms. Greene, the hard-right House Republican from Georgia, called her former colleague’s seven-year sentence “excessive” in a letter to the U.S. pardon attorney.

It might be hard to find someone to have your back in politics if you get caught lying about your life story, become one of a handful of people ever expelled from Congress and then are thrown into federal prison.