Chris Barber wrote:

I could pretend that I am just wanting the intellectual endeavor of possible higher flight, but even with the greater fuel burn, I also like the idea of maybe going faster.

From my experience, the best part is the passenger's reaction when you open the throttle for take-off, and my own preference for getting to pattern height quickly.
John