Sleep mode is just hitting the power button once. It will then deep sleep about a minute later and can be woken up again by simply hitting the power button again or hitting the home button. You can also shut it off entirely by pressing and holding the top power button and then sliding to shut down. That isn't advisable though as it reloads the entire OS everytime you do that and will suck the battery dry.