Chill medium or large stainless steel mixing bowl and beaters in refrigerator.
Once bowl is thoroughly chilled, add cold whipping cream, peanut butter, powdered sugar and vanilla to mixing bowl.
Beat mixture with electric hand mixer on low speed until throughly combined.
Turn mixer speed to high and continue beating until soft peaks form.
Serve immediately and refrigerate leftovers promptly.