It looks that there is problem inside your adapter with some wiring or circuit. If you know a little bit about electric work then you can check it by opening. In my opinion, you should buy a new adapter and be tension free to be on the safer side.
How Do I Know What's Wrong With Toshiba Laptop? AC Adaptor Or Bigger?
Um my toshiba won't turn on and it's been charging for one hour