I have this code to get values from select/multiselect attributes

<?php
$attributes = $_product->getAttributes();
$themeColor = $attributes['theme_color']->getFrontend()->getValue($_product);
echo $themeColor;
?>

But it works only for select. When I'm pointing it to multiselect attribute it show nothing.