The hyperphysics link referred by dlgoff shows a mass attached to the spring. If one were to model simply the spring without the mass, and apply a force that varies sinusoidally with respect to time then, can it be that the velocity leads the applied force by 90 degrees ? In which case will it be right to model the spring as k/j(omega) where k = spring constant ?
When a capacitor, modeled as 1/j(omega)C, is subjected to a sinusoidal input voltage, the current in the circuit leads the voltage (input voltage which is equal to the voltage across the capacitor) by 90 degrees. This is a consequence of the fringe field that develops across its plates as charges accumulate on its plate and which opposes the effect of the driving input voltage (field).