Uh...it's a book. The price is printed on the back or on the dustjacket. Unless you're planning to damage the book by marking that out, making it unreturnable due to damage, the recipient is going to see that anyway.
Besides, in this day and age where Amazon is only a click away, the amount you spend on a present is a secret to absolutely no one.
So seriously, get over it.