Sorry but no one deserves to be emotional blackmailed into staying. If you not happy you should leave as it isn’t good for either of you too stay together. If you worried that they actually will maybe you should inform a friend of his as they properly keep an eye on him.
Everyone deserves to be happy so do what makes you happy.
Best of luck