Re-opened to test in Chrome on Ubuntu (XPS13dev) and to my astonishment, touch events worked!
Same here.
Try with the stylus, I could be wrong but last time i played with a Surface Pro, I noticed that using your fingers on the touch screen game touchEvents and using the stylus gave mouseEvents.