Too bad the noise isn't made all the time. You could pull your serpentine belt, go for a (short) drive, and see if there was any change. To me, it sounds like power steering pump.
2008 Silverado LT, CCLB, Edge Insight CTS
2009 Arctic Fox 29-5T, Silver Fox Edition, Onan 3600 LPG generator