The contour integral of an analytic function around a point is determined entirely by the $\frac{1}{z}$ term in a function's Laurent series. In particular,
$\int_{\gamma} z^n dz = \begin{cases} 2 \pi i & n = -1 \\ 0 & n \ne -1 \end{cases} $
Where $\gamma$ is any contour wrapping once around the origin.
I understand how to do the calculation and derive this result, but as this result is important to complex analysis I want to understand it better. Is there an intuitive reason why this is true?
For example, $z^{-3}$ and $z^{-1}$ qualitatively look similar, so why do the integrals turn out qualitatively differently?
Or to ask differently, why does $z^n$ not have an antiderivative when $n = -1$

In very simple terms: when $z$ describes a curve around the origin, $z^ndz$ also describes a curve around the origin, which it surrounds $n+1$ times. But for $n=-1$ it surrounds the origin zero times, because it is constant !
Below the curves for the image of a shifted circle containing the origin. The black dot corresponds to $n=-1$.
Due to the distribution along the curve, the integrals turn out to vanish.