Via Matt Yglesias, the Center for American Progress has an interactive map of unemployment and job losses across the fifty states.
It doesn't have the fine-grain data of this unemployment map, but it does have a timeline which allows you to watch the job situation in every state evolve (i.e., deteriorate) over the last four years. And bar graphs for every state, too. Here's Florida:
Brutal - just like the rest of the country, except the Plains, though even there the job losses have started to mount in the past couple of months.
One thing that'll be interesting to watch over the next few years is how the geography of the recession affects population movements. Some places that have been hit especially hard, like Michigan, already had shrinking population shares. But other places that were hit hard by the housing kerblooey had been some of the fastest growing parts of the country - Nevada, Arizona and Florida, especially. Will there be a mass exodus from those states? Meanwhile, the least scathed of the large states so far has been Texas, which was already growing superfast. Will the rate of growth there become even growthier? We shall see.