Explanation
"Velleity" means a weak or slight wish that does not lead to action, so its antonym is "disinclination," which means a lack of willingness or a definite reluctance. The other options—whim (a sudden desire), selenite (a mineral), and galimatias (nonsense)—do not represent the opposite meaning.