I think a rise in the gage would be normal as the ambient temperature of the engine at shutdown wouldn't be much different than while running until it has time to cool and since the water pump isn't moving coolant through the block, a rise in the temp would be expected, but boil over is another story. I am not sure what would be the cause of that.
Matt B.