Typically, Premium Domains are short, popular names that contain important keywords/keyphrases and hence command a higher value. Since they have been registered previously, they are well-established and boast of a higher page rank on the search engines. Hence, because they are well-geared to attract more traffic, they come at a higher price which is reflective of their value.