Ha!  Turned out it was low on coolant.  Replaced the water pump about a week ago, thought I had all the air out of the system but apparently it took a good long drive to purge it all.  Don't know why I didn't get a low coolant warning.  Temp gauge still showed 80C.  In any case, added another 1/2 quart and all is well.