I would like to suggest that the active column gets a little bigger.
2 column example no focus:
[50%] [50%]
now I focus one of my columns and the focused gets wider:
[70% | ] [30%]
now I focus on the other file/column
[30%] [70% | ]
what do you guys think about that?