A brisk paced waltz time tune driven by piano and ukulele, this song is very positive and light but with a hint of memories and nostalgia. Reminds me of my childhood chasing lightning bugs around, hence the name! Near the end of the song it builds and adds a glockenspiel and dark pads, but still keeps an optimistic and friendly note.