In Jeremy Corbyn's January 2016 reshuffle, she was appointed shadow solicitor general and shadow justice minister. In October 2016 reshuffle, after Corbyn's re-election as party leader, Stevens became Shadow Secretary of State for Wales. She resigned from the shadow cabinet on 27 January 2017, due to a disagreement over triggering article 50.