That depends entirely on the specific contract and the jurisdiction. There's no automatic assumption of copyright transfer in the UK, what you have is an implie

That depends entirely on the specific contract and the jurisdiction. There's no automatic assumption of copyright transfer in the UK, what you have is an implied license to use (normally). It's quite possible you would be justified, although I'd take issue with the word "stole".