How to adjust vertical space between soft returns?

There are some fonts that have a lot of reserved vertical space. I know that I can adjust that spacing between paragraphs by changing the leading, and this allows me to move the second line of text until it touches the text above it.

However, changing the leading has no effect on soft returns ( shift+enter ).

How can I get the same effect without converting the text to paths?