How do I translate this string – PHP syntax question

Don’t wrap the entire section in __(), just wrap the part you need to translate:

<?php next_post_link( '%link', '<span class="meta-nav">←</span> ' . __( 'Nästa nyhet', 'mytheme' ) ); ?>