Well it won't be accessible anywhere if it doesn't spin so there was no point in looking in Disk Management anyway.
If it's a connectivity issue, failure to spin can be caused by a faulty USB cable so try a new cable.
If that doesn't fix it, it's possible the drive itself is faulty so it will have to be replaced.
If it's still covered by the warranty, contact Seagate to RMA it.