When you're writing something, you may have to adjust the document's format to fit certain guidelines. From MLA to Chicago style, each has its own rules for paragraph spacing, font size and more.

I think this would be in your paragraph settings in the Home ribbon. With the Line Spacing widget, go to "Line Spacing Options" and check "Don't add space between paragraphs of the same style".