The evidence that would confirm that a given rock layer is newer than the layers around it is:
It cuts through all the other layers.
This is because the principle of cross-cutting relationships states that a geologic feature (such as a fault or igneous intrusion) that cuts through another feature is younger than the feature it cuts through.