Following unfavourable remarks from the Supreme Court regarding his conduct, justice (retired) L Narasimha Reddy on Tuesday stepped down as the head of the commission of inquiry, constituted by the Telangana government to investigate alleged irregularities in power procurement during the tenure of former chief minister K Chandrashekhar Rao.