Assuming we're not looking at what appear to be physical marks on the screen above and to the left of the windows logo in your vid...
I would guess at interference, and if the CRT is not only disconnected but powered down, it'll be power related. Do you have another powersupply you can try? Even a cheap, low powered one would be fine to try with your GPU unplugged.