Strange wallpaper alignment on multiple monitors setup

"In Control Panels > Display Properties > Settings are the monitors aligned like you wish?

I'm not familiar with UltraMon so I'm just guessing that maybe when you lock your computer, the OS takes over the monitors from UltraMon (a user process) and it's in the OS where you'll find a way to also configure for the locked situation."