To experience a certain “fluttery” physical sensation in a person's stomach, associated with nervousness, uncertainty, anxiety, apprehension, or excitement.
How often have the words get in a sweat and have butterflies in one's stomach occurred in a corpus of books? (source: Google Ngram Viewer )