square_eyes isn't wrong, if you set the meta description tag explicitly on a post-by-post basis, the og:description tag shows up. However, if you're relying on the plugin to generate your meta descriptions using excerpts (or auto-generated excerpts), then it seems the og:description tag fails to be generated.
Oddly, the Twitter (twitter:description) seems to load up just fine.