[hrktb]

It depends how you built that network.

If it’s mostly the people You met at smoke/coffee breaks or going to lunch with you that network won’t grow much remotely, stagnate at best.

If it’s mostly people directly working with you, having everyone on the same playing field (nobody is physically closer to your desk, or to your office) can help that network to expand.