Pop corn kernals pop when exposed to intense heat. The pressure of a kernal increases and thus pops because of the internal contents cannot be contained when exposed to heat.
Popcorn pops when heated because the substance inside the kernel has more energy than the kernel itself can contain. Eventually the kernel explodes, giving us popcorn.