I'd argue that this is exactly the sort of price stabilization mechanism that makes oil volatility less scary it sounds on its face. The government is centralizing (and, more controversially, socializing) the financial cost of creating internal price stability. This is actually pretty common, and I'm not sure 10% of budget (at peak) is as outsized as it sounds. In the USA, this takes the form of buying and releasing oil from the strategic reserve, but also in a mountain of foreign policy (read: military) spending on maintaining stable supply lines for energy trading.
[1] https://worldview.stratfor.com/article/indonesia-energy-refo...
Moreover, think of it in the opposite direction. Imagine a getting hit with a 10% tax increase even if a richer guy gets 15%. Him being taxed more doesn't necessarily make that 10 feel much better.
Some context: Indonesian govt. subsidizes fuel to quite a large degree, up to ~50% of relative to petrol prices. Over the years, they've been trying to draw down, but it's a touchy subject.
Last year, ~10% of state budget was spent on fuel subsidies (to give us a sense of scale).
sources: indonesian Ministry of Finance state budget 2018 https://www.kemenkeu.go.id/apbn2018
CNN indonesia post saying fuel subsidies was over the alloted budget: https://www.cnnindonesia.com/ekonomi/20190102172609-532-3580... - sub)
edit: some posterity