Girb

Pronunciation: GURB
(girb, girbs, girbing)
Girb is the description of the choking noise made in the back of the throat when one is surprised or begins to laugh off-guard.

The group girbed at the awful, terrible, yet beautiful meme.
She girbed as she remembered a joke from yesterday.