You can prefill hidden fields in the form by enabling this option from the extension settings. It's in the Prefill section.
To hide a field you just do not need to add it to the form. You can remove it from the fields list. It will still be prefilled. But it's recommended to run a test while the field is on the form to make sure it's working before bidding it.