Coronavirus concerns roiled Capitol Hill as lawmakers got conflicting stories from the Trump administration, and worried it is unprepared.

Sen. Patrick Leahy, the last of the "Watergate Babies" in Congress who won election in 1974, didn't want to move from his spot in the...