For those interested in more explanation concerning the vector math itself
I found this video to be helpful https://www.youtube.com/watch?v=7fn03DIW3Ak.
It can also help to draw out your own grid in 2d (since vector calculations use the exact same math).
And then visualize all that is happening, this helped me understand what is actually going on
under the hood.
I hope this will help those interested!