Check and see if there's any airflow coming out the front. You should feel some warm air coming out the front. If not, then chances are, your coil has frozen up. One of the biggest reasons this occurs is lack of airflow. It's sort of a vicious cycle that starts when the coils get a bit dusty and dirty. When that occurs, the evaporator coil gets below freezing. This restricts the airflow even more, resulting in an even lower coil temperature, and thus, more ice. More ice means less airflow, and thus, it continues until the compressor overheats due to high head pressure, and shuts down.
If you use this thing a lot, I highly recommend taking it apart, and giving the coils a good scrub-down. I've picked up numerous de-humidifers out of trash bins that were supposedly bad, but only had excessive amounts of dirt in them keeping them from operating properly.