This phrase sounds very serious and dramatic. In the past, you might hear it used in movies and TV shows, especially about crime and mysteries. People like to use this phrase, often as a joke. We don’t usually use such serious, dramatic language in everyday conversation.
My cookie disappeared, and you have crumbs all over your lap. Coincidence? I think not!
You and Jenny both left the party early. Coincidence? I think not!