An object's potential energy increases as its height increases. When an object is higher up it has the potential to fall farther thus creating more kinetic energy which means that it has a higher...
The potential energy you mentioned is known as gravitational potential energy, which involves gravity. Gravity is a wonderful mechanism which acts like a rubberband. Let say the object is you riding...