I'll try not to get too technical here...
Basically, the power sent from the tubes to the output transformer has to go somewhere. If it isn't being disipated by the load, it gets converted into heat in the transformer, causing it to burn out. The damaged tranny then causes your tubes to fail. It can add up to some serious expenditures on repairs.