The picture you chose to illustrate a network is actually… a hierarchy (one level). For the circle in the center is linked to every other circles while these are not linked to any other circle but the one at the center.
You actually managed to illustrate two things :
- A hierarchy is a particular kind of network. (worth kept in mind, IMHO)
- Being flat does not automatically imply that there is no hierarchy.