Do you mean 'sad night'? Of course it's not literally...a night can't be sad. It usually refers to a feeling during such a night. It's also use in expressions like a 'sad day' or a 'sad time'. For example, "It was a sad day for the Clintons, first they lost in Iowa and later on Hillary started to cry on national television."
Hope this helps.