I just realized that different themes treats categories/tages differently.
ChaoticSoul theme - when click on a categories, it will show all the post under that categories within the blog.
Unsleepable theme - when click on categories in a post , it would talk me out of the blog and show all wordpress.com posts under such categories.
Is this an error?
Is there an option to change how categories acts?