Jesus did not say "Let us go out into the midst of the sea and drown in a storm." He was going to the other side. This shows that the disciples still didn't understand Jesus' authority. They were committed to Him as their Messiah, but they hadn't yet realized that Jesus was Lord even over the physical elements. Many Christians still do this. They receive the spiritual benefits of salvation but have not reaped the physical benefits of health and prosperity, which are also part of our salvation.
Whichever we focus upon ( the storm, or the Lord in the midst of our storm ) will determine how we manage the storms we face in life. He is not asleep concerning the things we face, He's right there in our "ship," resting, because He knows we'll both get to the "other side." His peace is ours, if we believe His Word and rest in His love.