[dba-SQLServer] DELETE and LEFT JOIN

I understand that DELETE won't delete records from the nullable side of a
LEFT JOIN. However, what I'm finding is that I can't use DELETE with any
LEFT JOIN -- can someone clarify this for me? 
 
Susan H.