Physical activity in fasted state: Glucose for brain vs muscles
In general it is the reciprical action of the hormones of the fed and fasted state — insulin and glucagon — that are responsible for this, together with the differences in hormone-sensitivity of the glucose transporters in muscle and brain. See the accepted answer to this question: During starvation, does the human body do anything to prioritize which organs receive nutrients?.