Here is interesting proposal for simulation scenario:
After creating particles in the first place give them initial velocity as if tey would be orbiting some point in the center of your simulation world.
I think it could make some more interesting results since particles won't simply split into positive and negative group so fast. And if you give particles which are closer to the center a bit more speed you might even get some swirl effects from particle movments.