There would have been a server split, and half of the people would be chatting among themselves wondering why the some people suddenly got disconnected, while being unaware that there might be a server problem because they can still continue to chat. The other half of the people would think the same.

In the IRC days you could have been running your own server for you and friends. It would've taken something much worse, like your VPS dying or something upstream failing.