If you hover over your name in the top-right corner, you should see a pull-down menu appear. One of the links that comes up is "Preferences". Click on that, and you'll see a screen where you can un-check the "Show people's signatures" box. Hope this helps!
Edit: Damn ninja owls and their silent flying. >:(