"Attention" field not showing on Invoices

I have several customers that require me to put specific names in the "Attention" field on their invoices. I am putting this information in the Contacts\Edit\Address\Attention field (see attachment top). This field shows up on the "Overview" tab (see attachment middle). However, this does not show up on the invoice (see attachment bottom). Please help!