Format of LookUp field in Record Summary designer

Format of LookUp field in Record Summary designer

When I drag in a LookUp field, I can't get the label to format correctly in the Record Summary designer. Even when I select "Without Label" it leaves the Related Field label in--but on a different. Tried various formatting, playing with HTML, etc. Can't get this to look like "regular" fields dragged in.