What does the neighbor mean by carrying an empty bucket?

The meaning of resignation. An empty bucket means there is nothing in it and it is clean. The handle of the bucket means to resign. Running with buckets is a popular word on the internet, which means that workers in labor-intensive industries can't stand the labor intensity of factories and the difficulties of managers, so they quit their jobs (the kind that doesn't even want wages) and ran away directly.