I recently read a thread on this site that solved the following problem: let $K:=\mathbb{F}_q$ be a finite field of $q$ elements and $i$ an integer. Then $\sum\limits_{\alpha \in K} \alpha^i = 0$ unless $i$ is divisible by $q-1$.
I'm interested in a generalisation of this problem. What happens if instead of summing over $K$, we sum over an additive subgroup $G$ of $K$? For instance, at one extreme we still have $\sum\limits_{\alpha \in G} \alpha^i \neq 0$ if $i$ is divisible by $q-1$, since we get a sum of $|G|-1$ ones and a single zero. On the other hand, if $|G|=p$ then $G = \beta \times \mathbb{F}_p$ where $\beta \in K$ and $\mathbb{F}_p$ is the prime subgroup of $K$, and we get that $\sum\limits_{\alpha \in G} \alpha^i \neq 0$ if and only if $i$ is divisible by $p-1$. Can we say anything more general?
A beginning.
Any additive subgroup $G$ of $\Bbb{F}_q$ is a vector space over the prime field $\Bbb{F}_p$. Consequently the polynomial $$ T_G(x)=\prod_{a\in G}(x-a) $$ is a linearized polynomial (see for example Lidl & Niederreiter). This implies that all the non-zero terms of $T_G(x)$ have degrees that are powers of $p$. In other words $$ T_G(x)=x^{p^m}+\sum_{j=0}^{m-1}a_jx^{p^j}, $$ where $a_j\in \Bbb{F}_q$, and $m=\dim G$.
The highest degree non-leading term has thus degree $p^{m-1}$. This means that the elementary symmetric polynomials of $G$ of degree $<p^{m-1}(p-1)$ all vanish. Consequently the power sum $$ S_G(j):=\sum_{a\in G}a^j $$ vanishes whenever $j<p^{m-1}(p-1)$.
Probably more can be said. Some vanishing power sums are consequences of the above facts about the elementary symmetric polynomials. It often happens that when you write the power sum $S_G(j)$ in terms of the elementary symmetric polynomials (= the coefficients of $T_G(x)$) - use the Newton (-Girard) identities to achieve that (or Waring's formula) - then all the terms will have low degree terms as factors, and thus the entire power sum will vanish.
Observe that $$ T_{\Bbb{F}_q}(x)=x^q-x. $$ In that case we have more information, namely that $a_j=0$ for all $j>0$. Therefore we can say more!