Stun is one turn. You got your bell rung, you need to shake your head to uncross your eyes. Paralyze is for the whole fight. There's a neurotoxin or electrical anomaly jamming your nerves. I also use Debilitated, which is a hybrid of bleeding and paralyze which represents being too injured to move, but unfortunately still consious.