There's a lot of metabolic and information-processing housekeeping that needs to be done regardless of what we are thinking about. Even the sleeping brain is quite active.
The difficulty of hard mental problems is not necessarily related to the physical work needed, even when we recognize that information processing is a physical process - for example, figuring out when to leave for a lunch appointment is not necessarily less physically demanding than solving a differential equation.