Definition: to reduce the intensity, to relax a little
Examples:
I am an intense person, and I was scaring our customers. My boss asked me to take it down a notch, to relax a little when we meet customers.
You have been working way too hard, and it is hurting your performance. Remember, this is a big project that will last two years. You need to take it down a notch.