The signs are aimed at the thousands of train passengers who rumble each day through North Philadelphia—two banners 14 feet high by 26 feet wide, mounted outside an old package-sorting facility built in the heyday of the Pennsylvania Railroad.

“SAVE AMTRAK,” one says. The other: “FIRE ANDERSON.”

No one has stirred up the people who feel deeply...