You can only have one style per site, this ensures that your site looks attractive and professional, with a unified theme.
What you can do is use one of the styles that allow for a custom banner image or background and add a different banner image or background to each page. This will ensure that your site maintains overall visual consistency while allowing you to customize the look of each page.
For more information on personalizing your style, click on this link.