There are two different ways commonly used to characterize noise in an oscillator.
As t → ∞ the phase of the oscillator drifts without bound, and so Sφ(Δf) → ∞ as Δf → 0. However, even as the phase drifts without bound, the excursion in the voltage is limited by the diameter of the limit cycle of the oscillator.