Include a toggle that locks the orientation of the graph view. Changes within nodes expand the length of all nodes within the graph to accommodate but are extremely hesitant to change the position of core nodes (nodes that would rank high using page rank esque algorithm)
The intent is to visually search for concepts which cannot currently be done using muscle memory with the constantly changing configuration of graph view.