Johnny stopped running for the first time after 15 minutes.
From the graph, we can see that Johnny ran for the first 15 minutes without stopping. During this time, he covered a distance of around 1.5 miles. After 15 minutes, he stopped running for a short time, and then continued running. Therefore, Johnny stopped running for the first time after 15 minutes.