Second-hand laughs

Where one person in a group finds something way funnier than everyone else and everyone starts to laugh at that person

or

Where one person's laugh is so funny that you laugh at it rather than whatever their laughing at.

My friend couldn't stop laughing at cats on YouTube and we all got second-hand laughs off him