  In this paper, we propose a mechanism which induces nontrivial flavor
structure from transformations of a noncompact Lie group SL(3,C) in
noncommutative geometry. Matrices $L \in$ SL(3,C) are associated with
accompanied by the preon fields as $a_{L,R} (x) \to L_{L,R} a_{L,R} (x)$. In
order to retain the Hermiticity of the Lagrangian, we assume the same trick
when $\psi^{\dagger} \psi$ is replaced by $\bar \psi \psi$ to construct a
Lorentz invariant Lagrangian. As a result, the Dirac Lagrangian has both of
flavor-universal gauge interactions and nontrivial Yukawa interactions.
Removing the unphysical unitary transformations, Yukawa matrices found to be
$Y_{ij} = L_{L}^{\dagger} k L_{R} \to \Lambda_{L}^{} U^{\dagger}_{L} k U_{R}
\Lambda_{R}$. Here, $k$ is a coefficient, $U$ is 3 $\times$ 3 unitary matrix
and $\Lambda$ is the eigenvalue matrix $\Lambda = {\rm diag}(\lambda_{1},
\lambda_{2}, \lambda_{3})$ with $\lambda_{1}\lambda_{2}\lambda_{3} = 1$. If
$L_{L,R}$ are originated from a broken symmetry, the hierarchy and mixing of
flavor can be interpreted as the "Lorentz boost" and the "rotation" in this
space respectively.
