Select the text, click the Inspector button in the tool menu (the blue circle with the 'i' in it), select the Text tab, and reduce the before and after paragraph spacing values to 0.
To add this as a style, make these changes, then select View->Show Styles Drawer, select the paragraph (or more than one), click the '+' button at the bottom of the Styles Drawer, and add it as a style.