I just edited my sig to remove a line of next and the software deleted one of the photo albums from sig. This has happened before, and I am 100% sure that I did not click the the red x or the remove text.
Picture testing, duck pictures and show off your peas are showing, but I think that once they aren't visible in that screen that they will disappear when I edit the text in my sig.