Both negativity and positivity are infectious. Being around a person that exhibits a certain emotion will definitely make you feel those emotions too. It's exactly how you said:

"The reality of how you choose to deal with negativity boils down to how much you value yourself."

And of course with someone positive, just smile and laugh along :D