I suspect the hose is degrading and the oily substance is coming from the material the hose is made from, possibly from the environment created by the bag and desiccant.
If so, there are some nasty cancer causing chemicals in the
oil that you let soak into your skin. You may want to wear latex gloves, when handling mister happy, for a few weeks.