It's easy enough to go back to that if you want, but I wouldn't recommend it. You just have to remove a few things that make it responsive, such as the meta element in the head:
<meta name="viewport" content="width=device-width, initial-scale=1.0">
and the various media queries in the CSS. But responsiveness is baked in to that theme, and it would be messy to remove it.