I dont remember all the details, but I think Lulu offered to buy him a beer, but he had got fired that day, and he took offence. It didnt make a whole lot of sense at the time to me, either.
The simplest explanation would have been he didnt understand a single word Lulu said. But then he disappeared, never to be seen or heard from again.