I speed up and get out of the way.
Could be a medical emergency
Could be late for work
Could be an incompetent / dangerous driver
Most likely just a jerk driving fast "winning" the only way they can I'd rather not associate with
I've posted this before but I had a pickup truck racing up an on ramp literally pushing me over a lane while "merging" when the red and blue lights came on behind him.