Proposition
Let be an affine group. If is quasiprimitive on , then is primitive.
\begin{proof}
Suppose that . For any and , define .
If is irreducible, then is primitive. Therefore, imprimitive yields reducible. Then there is a subspace stabilized by . However, is not transitive on and so is not quasiprimitive, contradiction.
\end{proof}
Another proof comes from Group Theory - 2024spring.
\begin{proof}
Suppose is imprimitive on . Then by Equivalent Condition of Primitivity, is not a maximal subgroup and there is a satisfying . Let . Note that is a normal subgroup of by abelian. Also we have by . It yields that . Then is not transitive on , which contradicts to quasiprimitive.
\end{proof}
Remark. In fact, the group is of type HA in the Classification of Quasiprimitive Groups.