Given a category and a set of five words, find the word from the set that does not belong (i.e. is the least relevant) with the other words in the category. Words are separated by commas.

Q: Category: emotional status 
Words: emotional, ground, ashamed, emotional upsets, down

A: ground
****
Q: Category: food 
Words: provision, frank, hot dog, goodies, harsh

A: harsh
****
Q: Category: shady activities 
Words: smuggled, heavy, falsehood, fudge, invent

A:
heavy
****