Definitely not garden soil, it isn't suitable for starting seeds indoors or really for growing anything in a pot, so damp kitchen paper would be the better choice. The bag is just to stop the seed from drying out, so it doesn't need to be completely air tight, but should not be open enough to let in too much drying air from the refrigeration.
