 Solution

Let $T$ be a standard Young tableau of shape $\lambda ⊢n$, and let $\mu$ be the shape formed by its entries $1,\dots ,k$. Since Young–Jucys–Murphy elements act by contents, the eigenvalue of ${\xi }_k$ on its Gelfand–Tsetlin basis vector isIf $\mu$ is not a hook partition, it contains $(2,2)$, whose content is zero, so this product is zero. If $\mu =(a+1,1^b)$ with $a+b+1=k$, its nonzero contents are $1,\dots ,a$ and $-1,\dots ,-b$. Their product is independent of the order of the labels. Therefore the eigenvalue isThe empty product at $k=1$ gives $1$. When $k=n$, $\mu =\lambda$, giving exactly the hook-versus-nonhook distinction suggested by the hint. For $k<n$, it is the intermediate shape $\mu$, rather than the final shape $\lambda$, that controls the answer.