The best thing you can do to keep a positive relationship with your supervision is to

Hello, to answer your question

Be productive at work.
If you are a beneficial part of the workplace, your boss will begin to keep note of you and attempt to develop a stronger relationship as a direct result of your usefulness. 

               Signed by, Virtuoso Sargedog