Exactly what I was looking for and worked perfectly. The button is also styled nicely, which is a huge bonus!
I had a site with many galleries that all have lots of photos making for long pages. The scroll to top button was a much needed addition.
If you've got any site with long pages, I highly recommend this plugin.