 Normal density

The standard normal distribution has probability density function $\varphi (z)=(2\pi {)}^{-1/2}{e}^{-z^2/2}$. Its rapid decay explains both concentration at one location and the $\sqrt{\log N}$ growth scale of a Gaussian maximum over many locations.