Definitely leaning towards the guilty bell 🔔 Murder in plain sight, no reasons to hide it since he didn't expect to be a suspect ... the poison being detected and witnessed hauling ass out of the place came as a shock
If the police needed to know what was going on, they should have asked her parents, or her parents kept mum about the fact that she had illegitimate kids with him. Surely her parents knew her background.