I know that the roots of a Lie Algebra are functionals such that if $\alpha$ is a root and $h \in \mathfrak h$ is an element of the Cartan subalgebra, then $\alpha(h)$ is an eigenvalue.
I'm looking for an explanation as to why a root evaluated on a Cartan element is equal to the Killing form of that Cartan element with the root's associated dual basis element in the Cartan subalgebra - in other words for any $h \in \mathfrak h$, $$\alpha (h)=K (h, \text{basis of cartan dualed with alpha})$$
I tested this with $\mathfrak{sl}_2$ (only basis element diag $(2,0,-2)$ and $h$=diag $(4,0,-4)$) the Killing form of these two is $16$, when $\alpha(h)=4$.
Thanks