Microsoft Word 2011 for OS X, can I do full Justification like WordPerfect 6.x for Windows?

The way MS Word justifies text is to expands the text on each line by adding space between words and letters. The last line can look really ugly if it is pretty short. I.e. huge amounts of space between both words and letters.

On Windows, you can change this by setting Word to do Full Justification like WordPerfect 6.x for Windows. See http://ift.tt/1CzXlyo for details.

I cannot, however, figure out how to do this in Word 2011 for Mac.

Any help would be greatly appreciated!