Although I remember reading this in the manual, I forgot about it when I started setting my quantity discounts under the Categories.
 
"Price" is *NOT* Price.  That's the amount to SUBTRACT from the price.  If you're like me, you put in the full price for quantities 1-xx, and then scratched your head when everything was coming up 0.00 in the cart.
 
Just a friendly note.