There's probably an easier way, but it's very simple with Chrome. Press "Ctrl + Shift + J" to open the developer tools, then click the Network tab. Open the page with the video, and press play. You should see an entry for the video. Right click on the link, open in a new tab, then "save as...".
I see nothing wrong with downloading a video you are viewing. Just don't
distribute it
