People tend to be scared of what they don't understand, and they tend to throw boxes and labels at things to contain them and categorise them because it makes people feel more secure.
People with depression get a lot of labels thrown at them.
This isn't really an explanation of what depression is, it's rather an explanation of what depression is not.