Diamorphene was a drug that Gwen Cooper acquired from a pharmacy she'd robbed. She and her mother Mary used the drug on her father Geraint, Mary noting that "this won't last a week the way he's going through it."
It was an illegal drug that Gwen used to arrest people for possessing — "It's practically heroin." (TV: The Gathering)