What do audiophiles want from a cable?

What should a high quality interconnect or speaker cable do to the sound of a system? Make it more transparent? Improve the sound stage and focus? Soften unpleasant highs? Tighten the base? Bring out the mids?

To me, a good cable should reveal more of what is on the recording and more of the true nature of my components. So when trying new cables, I look for more detail and accuracy without becoming cold and clinical. This seems logical, and yet after reading reviews and trying a few of the cables in the reviews, I find that the cables that have received glowing endorsements are not especially transparent or revealing. They modify the sound, but they don’t take me where I want to go. I wonder if the reason I don’t hear what the reviewer heard is that I don’t know what to listen for. Am I too focused on cable accuracy and resolution, and not enough on actual sound quality? Or is it just a case of no two systems sounding alike so why trust a review anyway? Thanks.