how to format excerpt

I’d like the excerpt to look something like the second screenshot. I’m using TwentyTwelve. Can you tell me how to get that? (Don’t want all the vertical space TwentyTwelve puts in and can’t see how to eliminate it.)

http://wordpress.org/plugins/cubetech-posts-widget/