Make sure you've saved manifest.json and popup.html, head back to chrome://extensions/, click the expand icon next to the Hello World extension in the Extension list, then click the Reload link ...

Open a new Chrome tab, then click Customize Chrome (bottom right) to see some color scheme options (with some themes, the Customize Chrome button is just a pencil icon).