Per survey: Check the respondent list in your email send-out. Respondents that opted out, will have a label in a new column called opt-out. You will see the date they opted out as well.
General: As admin, you can go to account settings – blocklist. Here, you can see all respondents from the entire account that are blocked (clicked on the opt-out link, were manually blocked, etc.).