That is really not a fair question and even with a computational approach the differences are more or less marginal. The approach by electron pusher is certainly the way to go, and here is the computations to back it up.
See if you can find the carbon with the highest electron density in the following plot showing the value of the electron density for the calculation on the DF-M06L/def-TZVPP level of theory.

I have then performed an analysis of the electron density with the Quantum Theory of Atoms in Molecules (QTAIM). The following shows the Laplacian of the electron density, with the zero-flux surfaces in blue that divide the molecule.

When we integrate over the electron density in these basins, we know at which atom "are the most electrons", subtracting the nuclear charge, we get the overall charge. This should tell us, which carbons have the higher overall density.
1 (C ) Charge: 0.015912 Volume: 83.414 Bohr^3
2 (C ) Charge: 0.406209 Volume: 76.122 Bohr^3
3 (N ) Charge: -1.248690 Volume: 95.264 Bohr^3
4 (C ) Charge: 0.406204 Volume: 76.122 Bohr^3
5 (C ) Charge: 0.015911 Volume: 83.414 Bohr^3
6 (H ) Charge: -0.012007 Volume: 48.338 Bohr^3
7 (H ) Charge: 0.004155 Volume: 47.506 Bohr^3
8 (H ) Charge: 0.004162 Volume: 47.506 Bohr^3
9 (H ) Charge: -0.012006 Volume: 48.338 Bohr^3
10 (H ) Charge: 0.420149 Volume: 28.032 Bohr^3
And for reference we need the numbering in the table:

TL;DR (1) The α-carbons to the nitrogen have a higher positive charge, hence the lower total electron density than the β-carbons.
Let's have another look at the π-orbitals to see where the reactivity towards electrophiles comes from.


TL;DR (2) The highest electron density of the HOMO is at the α-carbons; electrophiles react there.
Please don't nag about the numbering, I recycled the calculation from another post, where I did not pay much attention to that. Sorry.
Ad. I agree with the analysis of the dipole moment since all $\ce{C/N-H}$ bonds are in plane. The calculation predicts 1.9 D (away from nitrogen, see here for the direction confusion). This is quite nicely explained in Ron's answer to Pyrrole and furan dipole moments.