What does awkward chuckle mean?

awkward chuckle meaning in Urban Dictionary

A polite motion familiar with make a negative joke less uncomfortable. But, consequently, produces an ever more more uncomfortable circumstance. Often used at small cocktail gatherings with not enough difficult liquor readily available, and weddings with money bars.