Abstract. We present the bundle (Aff(3) ⊗ C ⊗ Λ)(R 3 ), with a geometric Dirac equation on it, as a three-dimensional geometric interpretation of the SM fermions. Each (C ⊗ Λ)(R 3 ) describes an electroweak doublet. The Dirac equation has a doubler-free staggered spatial discretization on the lattice space (Aff(3) ⊗ C)(Z 3 ). This space allows a simple physical interpretation as a phase space of a lattice of cells in R 3 .We find the SMto be a maximal anomaly-free special gauge action preserving E(3) symmetry and symplectic structure, which can be constructed using two simple types of gauge-like lattice fields: Wilson gauge fields and correction terms for lattice deformations.The lattice fermion fields we propose to quantize as low energy states of a canonical quantum theory with Z 2 -degenerated vacuum state. We construct anticommuting fermion operators for the resulting Z 2 -valued (spin) field theory.A metric theory of gravity compatible with this model is presented too.