If I remember correctly, Amazon requires that you disclose that you're an amazon affiliate. Many sites just put a line of text in the footer of the page.

That said, I'm not sure why anyone is too upset at you for this. From my experience running many sites that use affiliate links, I can't imagine you're making any significant income from the affiliate links anyway, not to mention that's obviously not the purpose of this article.