The dissolved dirt is absorbed into a cleaning cloth or a paper towel.

Where does the dirt go when I don’t use a cloth, like flower arrangements and plants?

The dust is blasted off when the pressurized steam hits it. Dust is trapped in the steam molecules and drops to the next horizontal surface, so start at the top and work your way down.