Under settings, there should be an option that lets you check each individual hotbar for whether it's shared or not. That way you can have 1 or 2 hotbars shared for general stuff, and then the rest not shared.

Quick google search tells me it's Character Settings > Hot bar > Turn off hot bar sharing