If something pricks your conscience, you suddenly feel guilty about it. If you are pricked by an emotion, you suddenly experience that emotion. Most were sympathetic once we pricked their consciences
If something sharp pricks you or if you prick yourself with something sharp, it sticks into you or presses your skin and causes you pain. She had just pricked her finger with the needle