  We study the leading-twist time-reversal even transverse momentum dependent
parton distribution functions (TMDs) of light and heavy vector mesons, i.e.,
the $\rho$, $J/\psi$ and $\Upsilon$. We employ the leading Fock-state light
front wave functions (LF-LFWFs) of $\rho$ and $J/\psi$ from our recent study,
and supplement with $\Upsilon$'s LF-LFWFs. These LF-LFWFs are extracted from
dynamically solved Bethe-Salpeter wave functions. The vector meson TMDs are
then studied with the light front overlap representation at leading Fock-state.
All the obtained TMDs are non-vanishing and evolve with current quark mass, in
particular the tensor polarized TMDs $f_{1LT}$ and $f_{1TT}$ which undergo a
sign flip. The $\rho$ TMDs are compared with other model studies and agreement
is found, aside from $f_{1LT}$ and $f_{1TT}$. Finally, the collinear PDFs of
vector mesons are studied. The $\rho$'s valence PDFs $f_{1,v}(x)$ and
$g_{1L,v}(x)$ are evolved to the scale of 2.4 GeV, with their first three
moments compared to lattice QCD prediction. The qualitative behavior of tensor
polarized PDF $f_{1LL}(x)$ in $\rho$ at large $x$ is also discussed.
