AFAIK one can also consider the 4D velocity vector to have a constant lenght. Thus the faster you move in the spatial dimensions, the slower you move in the time dimension to maintain the constant length.
As the sibling comment alludes to, it's otherwise they wouldn't behave according to what we measure.
For a deeper "why", see Feynman[1].
edit: it's related to how spacetime with a finite speed of light is represented mathematically. There's some discussion here[2] which might shed some light.