Thank you for your reply. I tried several options and finally found a setting.

I changed the setting for widget.non-native-theme.scrollbar.size.override from 1 to 50 and it increased size.

The initial value of 1 was confusing me because I kept thinking it is Boolean 1.

Posting a solution here in case someone else finds it useful.