This thorough review confirms that steroids have no clear benefit on mortality in severe sepsis / septic shock. Looking at prolonged courses of low dose steroids, there may be a beneficial effect but this did not reach statistical significance.
JAMA. 2009 Jun 10;301(22):2362-75
http://www.ncbi.nlm.nih.gov/pubmed/19509383