Dhelnoir were known to steal any gold they could find, even sneaking onto ships just to grab treasure. Those who were somehow able to stop Dhelnoir were rewarded with treasures beyond their belief.
The antenna on its head captures radio waves from the world of spirits that command it to take people there. The soul of seaweed adrift in the waves became reborn as this Pokémon.