Consider a Neon atom. It has 10 electrons: two in the $1s$ state, two in the $2s$ state and six in the $2p$ state. The six electrons in the $2p$ state have a wave function which is not spherically symmetric, but possesses an orientation in space. Two point in an $x$-direction, two in some $y$-direction and two in some $z$-direction. This is explained in textbooks on QM as a consequence of determining the set of orthogonal eigen-states of the atom. That is an explanation which I fully accept as the correct one.
However, it occurs to me as somewhat peculiar that an atom like Neon --which is clearly spherically symmetric-- is somehow able to settle into a state with specific x,y,z orientations for its 2p electrons. Is this a random choice that is made when the Neon atom is created? Is the choice permanent, i.e. if one observes the atom now (t=0) and then much later at t=T, are the three orientations still pointing in the original direction? Or is it that the three orientations are not observable?