Suppose we are in a total spin $J=j$ vector space and there is the angular momentum operator $\boldsymbol{J}$. The Hilbert space then has $2j+1$ states:
$$ |m=-j\rangle, |m=-j+1\rangle, \ldots, |m=j-1\rangle, |m=j\rangle $$
Any state $|\psi\rangle$ can be expressed as
$$ |\psi\rangle = \sum_{m=-j}^j c_{m} |m\rangle $$
Thus the state is fully determined by the $2j+1$ coefficients $c_m$. Note that the states $|m\rangle$ are defined with respect to a certain quantization axis which can be chosen to point in any direction we like. Let's denote this original quantization axis direction as the $\hat{\boldsymbol{z}}$ direction. If we have $|\psi\rangle = |m=1 \rangle$ then this tells us that
$$ \langle\boldsymbol{J}\cdot\hat{\boldsymbol{z}}\rangle = \langle J_z\rangle = \langle\psi|J_z|\psi\rangle = 1\times \hbar $$
That is, this state has a an expected projection of angular momentum onto the $\hat{\boldsymbol{z}}$ axis of exactly $\hbar$. (I include this to drive home the point that while we can choose any quantization axis the choice of quantization axis does have implications for the physical interpretation of states).
We can perform a change of quantization axis by performing a rotation of our coordinate system $R(\boldsymbol{\zeta})$ where $\boldsymbol{\zeta}$ represents an axis and angle of rotation. This unitary transformation gives us new basis states $|m'\rangle$ defined by
$$ R(\boldsymbol{\zeta})|m\rangle_{\boldsymbol{z}} = \sum_{m'=-j}^j d_{m'm}^{(j)}(\boldsymbol{\zeta})|m'\rangle_{\boldsymbol{n}} $$
Where the $d_{m'm}^{(j)}(\boldsymbol{\zeta})$ are the Wigner rotation matrices. I am following quantum and atom optics by Steck. I've added a subscript to the kets to indicate that they are basis states with respect to a certain quantization axis. Here $\hat{\boldsymbol{n}}$ represents the new quantization axis found by rotation the old quantization axis $\hat{\boldsymbol{z}}$ through the rotation associated with $\boldsymbol{\zeta}$.
I actually have 2 questions.
Is it possible to fully determine a general state $|\psi\rangle$ (which is restricted to the total $J=j$ subspace*) if $\langle J_n \rangle = \langle \boldsymbol{J}\cdot\hat{\boldsymbol{n}}\rangle$ is known for $|\psi\rangle$ for all directions $\hat{\boldsymbol{n}}$? For example from that information could we determine all of the $c_m$ with respect to a particular quantization axis?
What if instead of knowing $\langle J_n \rangle$ we only the magnitude of the coefficient of the stretch state with respect to each direction $\hat{\boldsymbol{n}}$? Would this be enough information?
*What if we do not restrict to a particular total spin $J=j$ subspace? What can be learned from these expectations?