Album of galleries with captions

I am displaying an album of galleries using this short code:

[album id=2 template=extend]

When I click on one of the galleries in the album I would like the thumbnails to have captions. Is there a way to specify the gallery behavior from the album short code?

Thanks.
-kof

http://wordpress.org/extend/plugins/nextgen-gallery/