(On some systems running the newest version of Chrome, the window will also be dark grey.) On a Mac, this will be in the upper-right corner.
Incognito mode is unmistakable: just look for the man-in-a-hat icon in the upper left-hand corner.
Alternatively, press the keyboard shortcut Control+Shift+N on Windows or Command+Shift+N on a Mac.