The ScrollPane InnerNode doesn't appear to have the listeners added, presumably because you are expected to load a layout into it which could then potentially stop the listeners receiving events anyway. You can then access the mouse events on the views in the loaded layout.
Try the attached, It just has a pane loaded into the scrollpane.