Thank you Karsten, the link was very helpful.
My conclusion in case anyone else has the same question in the future: HubSpot does not have “Display Ads” or “Ads” as a possible source. If you wish to distinguish between Paid Search and Paid Ads you’ll have to set this up on your own, outside of the “Source”-feature.