Fixed it as followed:
Within the loop I fetch the cat_ID:
<?php
foreach((get_the_category()) as $category) {
$cat_id= $category->cat_ID;
}
?>
Outside the loop I use the cat_ID:
'cat' => $cat_id,
I guess not the best solution but it works..