Chose a finite dimensional semi-simple Lie algebra $L$ and a Cartan subalgebra $H$. Why do we have $$\kappa_L (h,k)=\sum_{\alpha\in\Phi (L,H)}\alpha(h)\alpha(k),$$ where $\kappa$ is the Killing form and $\Phi(L,H)$ is the set of roots?
I tried to work something out via the root space decomposition and Lie's theorem but I didn't get that far. Any thoughts?
Take $h\in H$. Remember that the action of $\operatorname{ad}(h)$ on $L$ is diagonalisable and that the eigenvalues (other than $0$) are precisely the numbers $\alpha(h)$, with $\alpha\in\Phi(L,H)$. Therefore, with respect to some basis of $L$, the matrix of $\operatorname{ad}(h)$ is a diagonal matrix such that the entries of the main diagonal are the numbers $\alpha(h)$ ($\alpha\in\Phi(L,H)$) and $0$. If $k$ is another element of $H$, the same thing will be true with respect to the same basis. Therefore, the matrix of $\operatorname{ad}(h)\circ\operatorname{ad}(k)$ will be a diagonal matrix whose entries within the main diagonal will be the numbers $\alpha(h)\alpha(k)$ ($\alpha\in\Phi(L,H)$) and $0$. So, its trace is the sum that you have mentioned.