Show a list of inactive Taxonomies

I have preloaded taxonomies into my wordpress site. I am able to list active taxonomies using the following code:

<?php 

$taxonomy    = 'zip-codes';
$orderby      = 'name';
$show_count   = 0;      // 1 for yes, 0 for no
$pad_counts   = 0;      // 1 for yes, 0 for no
$hierarchical = 1;      // 1 for yes, 0 for no
$title        = '';

$args = array(
  'taxonomy'     => $taxonomy,
  'orderby'      => $orderby,
  'show_count'   => $show_count,
  'pad_counts'   => $pad_counts,
  'hierarchical' => $hierarchical,
  'title_li'     => $title

);
?>

<ul style="
    font-size: 20px;
    -webkit-column-count: 4;
    -moz-column-count: 4;
    column-count: 4;
	text-align: center;
">
<?php wp_list_categories( $args ); ?>
</ul>

I have tried the 'hide_empty' => true, but it displays all active taxonomies as well. I am trying to separate the lists.

Is there a way to do this with inactive taxonomies using a different $args

Thanks in advance!