Vice : noun : a bad or immoral behavior or habit

source : Merriam dictionary : http://www.merriam-webster.com/dictionary/vice

“Smoking is Mr. Self’s only remaining vice.”

Mr. Self used to have a lot of bad habits but he has quit them all except smoking and that is his only remaining bad habit.