I know for the yellow orbs it is something you can store, so when you lose your velocity if you hit an object or person. You can tap a key and it will give you instant acceleration.
The red orb I know I want it to have a negative effect. I think it will be something along the lines if you grab one it will cause you to slow down and stop briefly while you catch your breath.