That's pretty big, but if I'm not mistaken, I think you right click the panel (as opposed to the icons themselves), click properties, and increase the pixel size of the panel itself there.
I'm not sure how big it's allowed to get. Alternatively, you can download an OS X-like GNOME dock app.
GNOME Dock