Let K be an algebraic number field, and let GK be the group of K-rational points of a simply connected simple linear algebraic group G defined over K. We construct a new family of irreducible unitary representations of GK as follows. It is well known that GK embeds diagonally as a lattice in GA, where A is the ring of adèles of K. Let p\pi be an irreducible unitary representation of GA. We show that p|GK\pi\vert_{G_K}, the restriction of p\pi to GK, is irreducible and that p\pi is determined by p|GK\pi\vert_{G_K} up to unitary equivalence. Many of these restrictions are not in the support of the regular representation of GK.