Image are missing on all sub-directories


For some reason all the images on sub-directories are missing. I haven't installed a new plugin or upgraded when this happened. On the root site everything is still uploading and storing files correctly, but on all the sub-directories the images are empty - and it never used to be.

What can be causing this?