I will talk about an embedding of generic FI-modules into a non-semisimple pre-Tannakian category which interpolates the categories of representations of general affine groups which are iterated extensions of representations of general linear groups. I will also discuss an analogous interpolation of representations of semidirect products of symplectic groups with Heisenberg groups.