Let $p$ be a prime satisfying $p \ge 5$.
Is the following true?
There exists an integer $n$ satisfying
$\quad 2 \le n \lt p -1$
$\quad \text{The residue class } $[n]$ \text{ generates the multiplicative group } (\mathbb{Z}/{p^2}\mathbb{Z})^\times$
$\quad$(i.e. $[n]$ is a primitive root of unity)
If the statement is true there is a follow-up question,
Is there a prime number that can be chosen for $n$?
My work
I've been 'playing around' in number theory to the point that this is now an intuitive 'sure thing', but it can all be blown apart with a counter example. Since, if true, the answer might be involved, I added the reference request tag. I also added the conjecture tag, but I'll delete that if it becomes untenable from the feedback I get.
Okay I figured out the general case. I'll still leave up my other answer though.
Recall that $\mathbb{Z}/p^2\mathbb{Z}^\times \cong C_{p(p-1)} \cong C_p \times C_{p-1}$.
In particular each primitive root $\alpha$ mod $p$ has exactly one lift $\hat{\alpha}$ mod $p^2$ which is not primitive, and it corresponds to the one that lives in the $\{e\} \times C_{p-1}$ subgroup in the above isomorphism. We can see from this that if $\hat{\alpha}$ is primitive mod $p$ but not mod $p^2$ than its multiplicative inverse mod $p^2$ (which is $\hat{\alpha}^{p-2}$ in this case) is also primitive mod $p$ but not mod $p^2$.
Okay now suppose $\alpha < p$ is a primitive root mod $p$ but not $p^2$. Consider the unique number $\beta < p$ such that $\alpha \beta \equiv 1$ mod $p$. I claim that $\beta$ must be a primitive root mod $p^2$. Suppose not, then $\beta$ must be the inverse of $\alpha$ mod $p^2$ since there is a unique non-primitive element congruent to $\beta$ mod $p$, and we know the inverse of $\alpha$ is one. However since $\alpha < p $ and $\beta < p$ we have that $\alpha \beta < p^2$, so they can't possibly be inverses.