You're right, the mojave rattlesnakes (crotalus scutulatus) do have neurotoxic venom, considered one of the most toxic snake venoms in the new world, about 10 times more toxic than most rattlesnake venoms.
We do have mojave rattlesnakes in this area, however I think this was more likely what...