Transistor Isn't Forming the Connection
I suspect that the emitter of the transistor is not connected to the Arduino ground.  If you see 5 volts between the base and emitter, the transistor is definitely dead!

You also need resistors to limit the current through the LED, and to limit the base current into the transistor.