The calculated distance (air line) between State College and Washington is approximately 138 miles respectively 222 kilometers.
By car or train, the actual journey to Washington is certainly longer, as only the direct route (as the crow flies) between State College and Washington has been calculated here.
Air line (approximately)
222 kilometers
120 nautical miles