Welp, no luck on the desktop computer (also Windows 10 Pro).
Tried it from the Itch app as well as running it directly.
If I run it directly I see a window saying it's downloading some plugins and creating a tmp directory. But otherwise that's it.
'Q' exits, 'F' toggles fullscreen. Am I just dumb? Is this just how it starts? O.o