Found the problem. This inherited document template, somehow had a custom paper size (looks like A4 but it is not) for a section. The page setup's Margin Orientation is set to landscape. This setting is independent of the Page Setup ribbon, print layout view, and print preview.
The melody of logic will always play out the truth. ~ Narumi Ayumu, Spiral