Hi
Whilst I can't say why that is happening, your Apple Watch may require battery service.
Before contacting Apple, the following steps may help (I appreciate that you have already tried some of these, but it may help to repeat them in conjunction with the additional suggestions):
If you have not yet done so, update your iPhone and Apple Watch to the latest compatible software versions, starting with your iPhone:
Install any available updates for apps on your iPhone.
Check that you are following Apple's charging instructions, including:
- Checking that your Apple Watch is connected to the charger, correctly aligned and touching it fully, and connected to power.
- Using original Apple or MFi-certified charging accessories.
- If you are already doing so, try using another such cable and/or power adapter.
- Checking that all wrapping has been removed from all items, including checking carefully on the head of the charging cable.
- Checking that the charging cable and power adapter are fully inserted into the port and power socket.
- Check your battery and charge your Apple Watch - Apple Support
Restart both your iPhone and your Apple Watch, turning both off together and then restarting your iPhone first:
Unpair and re-pair your Apple Watch again:
Having tried the previous steps, if the issue persists then I suggest contacting Apple Support (remote diagnostics and/or mail-in service may be available, if required), making a Genius Bar reservation or visiting an Apple Authorised Service Provider for assistance: