Hi Agile,
I used to live in a house with Giacommetti TRVs that did this every summer. So did my neighbours.
The suggestion was right. Remove the plastic head and give the pin (That is stuck down!) a sharp little tap down with a hammer. The pin will "rebound" and rise up as if by magic...