I will stick with a concrete example for this question, but it should probably be cast in a more general framework.
Let $Sym_g(\mathbf{C})$ be the space of symmetric matrices of order $g$ with coefficients in $\mathbf{C}$, and consider the Siegel upper half-space $\mathcal{H}_g\subset Sym_g(\mathbf{C})$.
First question. I've read that the Mumford-Tate group of a 'generic' principally polarized complex abelian variety is $GSp_{2g}$. What does 'generic' means here? For instance, how is this genericity formulated in terms of $\mathcal{H}_g$?
Let's say that a point in $\mathcal{H}_g$ is generic if the corresponding principally polarized abelian variety has the above property.
Second question. If $g=1$, the 'non-generic' points in $\mathcal{H}_1\subset \mathbf{C}$ are quadratic imaginary. In particular, there are many generic $z\in \mathcal{H}_1\cap \overline{\mathbf{Q}}$. Does this also holds for general $g$, i.e., the existence of many generic $Z \in \mathcal{H}_g\cap Sym_g(\overline{\mathbf{Q}})$?