See: https://andrewkirsch.info/speaking/
The contact section is on this page, so I wanted a one page scroll for this page only. I have set it up as usual. I made a header only for this page, and used the one page menu, and selected one page menu in the page editor.
Yet on the mobile view, its highlighting both: