The stable manifold theorem tell us:
A local stable manifold $W^{s}_{loc}(x^{*})$, which is a differentiable manifold of class $\mathcal{C}^{r}$ and dimension $n_{-}, $ tangent to the stable subspace $E^{-}$ at $x^{*}$, and which can be representable as graph.
A local unstable manifold $W^{u}_{loc}(x^{*})$, which is a differentiable manifold of class $\mathcal{C}^{r}$ and dimension $n_{+}, $ tangent to the stable subspace $E^{+}$ at $x^{*}$, and which can be representable as graph.
I don't get it very well what does it mean about A differentiable manifold of class $\mathcal{C}^{r}$ tangent to $E^{\pm}$ and representable as graph.
Given the below imagen, how can it be interpreted with such definition?

Since stable and unstable subspaces complement each other (I mean, $\mathbb{R}^2 = E^{+} \oplus E^{-}$ and any vector $v = \pi_{E^{+}} v + \pi_{E^{-}} v$), the two dimensional case could be interpreted this way:
Hope this illustration will help: