Supply is much less elastic than that. For a short randomized surge of 2 hours, how many new drivers are going to actually come into the road? How many of the rides will complete at that price? How long will the surge last?
No one is dropping what they are doing and commuting an hour for a 2 hour surge. Odds are the surge won’t be present when the drivers arrive.