When you are feeling sad, but you're always feeling sad.
"Hey look there is Tim"
"No don't talk to him he is casually depressed"
A person who is very kind and sweet, yet keeps to themselves more often that not. They are always trying their best to add to the conversation, and around their friends they are very happy and laughing.