Icon shows new message but no new messages from anyone

When I open the app, there's an icon on top of the "chats, calls, favorites" menu showing there's one new message, but the message itself does not show on the list of chats. I have recently blocked someone, could this be a "ghost message" from that person? If not, what is it?