Wining sound while driving my 2000 Cougar

This new Cougar that I just purchased sounds like identical to a turbo.
If anyone is familiar with turbo's, it only does this when revving the engine, not during idle.

2.5 liter v6?? they all make that noise, its just the way they sound (at least its not a bad noise)