How Do I Know When I am in Private Mode?
In Mojave, the address bar has different shades of gray/black depending on whether you're in private mode or not. 



In light mode it's light gray for not private, and a dark gray for private mode.

In dark mode it's black for private, a fairly medium gray for not private.