While growing up, my father said it a lot. 
“Where are you going dad?”
“Nowhere”
“Nowhere could be anywhere”. 
“Exactly, that’s the point.” 

I eventually understood that whenever he said that, he wants to go somewhere less visited and unwind, or gather his thoughts.
 
Nowhere has become my favorite place to be too.