How have you set up your multiple monitors?

Sounds about right. Generally it's not as simple as just plugging in the monitors and being set. Nowadays there's so much graphically that we do that it's strenuous on the graphics card. So you generally need a decent one to run multiple monitors. This is also partially a built in safeguard. If you were able to plug in however many it would likely crash your system or possible worse.