Why is my cleaning solution draining out even when my machine is off?

I have a Hoover SmartWash+ carpet cleaner. I absolutely love it, however halfway through the first time I used it, the cleaning solution started draining out even when the machine is turned off.

There is nothing in the troubleshooting guide that even mentions it at all.