The joke is a pun. 'Shear' is to cut or shave the wool off of a sheep with tools called 'shears'.  'Shear' sounds like 'sheer' which means 'utter' or 'pure'.  The phrase said is typically 'sheer joy'.
I like wool gathering for the shear joy of it .