You need to annotate your exception mapper with @Provider, otherwise it will never get registered with the JAX-RS runtime.
@Provider
public class UserNotFoundMapper implements
ExceptionMapper<UserNotFoundException> {
@Override
public Response toResponse(UserNotFoundException ex) {
return Response.status(404).entity(ex.getMessage()).type("text/plain")
.build();
}
}