To unsee someone's Instagram story, you can either block them and keep them blocked till their story expires (that is, 24 hours) or, deactivate your Instagram account. Do note that once you deactivate Instagram, you can reactivate it only after 24 hours, making it a great way to unsee an Instagram story.