I highlight a lot with my Kindle, but find it clunky to go back and review those highlights later. This is especially true if I want to copy/paste something. I struggled to find a quick reference on how to access these notes online so I am putting here for myself and anyone needing to find their notes and highlights.
Go to read.amazon.com/notebook, sign into your account, and you will find your stuff.