Line spacing zero is not possible. I believe the minimum line-spacing value is 0.06, although that will likely result in unreadable text.

Open the "Paragraph" dialog box, and experiment with line-spacing and before and after paragraph spacing values. When you achieve the look you want, click "Set As Default."