This is a pun on the word "tips". Pencil sharpeners sharpen pencil tips. Tips can also refer to money you give a service worker for good service, and is usual isn't a lot. The pencil sharpeners have a tough life because the only money they get is from tips.
Pencil sharpeners have a tough life - they live off tips .