To "start" can mean what you do when you are "startled." It means one, single, involuntary muscular reaction. When I am dozing in my easy chair, I startle easily. For me it's a whole-body reaction--I leap partway out of the chair, I wave my arms a bit, and I make a noise like "Wauggggh!" When it is over, it is over. It's one single big, jerky muscular reaction.
To "shiver" is a continuous, extended shaking, trembling, quivering, or vibration. It goes on for a while. The most common reason is that you are cold. Shivering is an involuntary reaction to cold. It makes the muscles work, produce heat, and create physical warmth.