Can't remove cover descriptions

I've just tried to reproduce this without success:

  1. Select two files where file 1 has a different cover than file 2. The label next to the cover window shows "Cover varies".
  2. Right click on the cover window and choose "Set description", enter an arbitrary description
  3. Save tags

The observed result is that the cover description is saved to both files.