Remember from the last page: energy comes from breaking bonds. Chemical reactions break weak bonds between atoms. But nuclear reactions break the incredibly strong bonds inside the atom's nucleus itself.
If an atom were the size of a football stadium, the nucleus would be a marble at the center. That tiny marble contains 99.9% of the mass and ALL the nuclear energy!