Yep, you are right. It dilutes your brand. It's a reason why most luxury brands like Prada and Louis Vuitton stay away from flash sites like Gilt and RueLaLa as well. It's also why Apple rarely has sales on iPods or iPhones.
By giving out discounts, you're training people to expect deals forever, and that's unsustainable.