Quote the docs:

Additionally, for each directory found, it will chdir() into that directory and continue the search, invoking the &wanted function on each file or subdirectory in the directory.

You need to use $file_short instead of $file, or you need to specify no_chdir => 1 in the options you pass to find/finddepth. Or you could use File::Find::Rule.