Inverted scrolling (natural) in vscode

Question

I set the scroll of the touchpad to inverted (natural) on my laptop. It works everywhere (pdf, browser, etc.), but in vscode, which insists on normal scrolling. Passing the vscode settings file did not reveal the corresponding entry.

System: Ubuntu 16.04 64