To get bumps on one's skin where one's body hair stands on end as the result of an intense feeling of cold, nervousness, anxiety, excitement, or fear. I got goose flesh watching that scary movie last night! Their concert was so amazing, I got goose flesh when they played their first song! It's so cold in here that I'm getting goose flesh.