The European Central Bank published Economic Bulletin research analysing how oil prices react to oil supply shocks across different oil market “states”, finding that both volatility and price responses become non-linear when managed money positions, global supply-demand imbalances or OECD inventories sit at extreme levels. The analysis indicates these state-dependent effects can materially amplify price moves, with the potential to nearly double the response relative to a linear benchmark. Using non-linear local projections for June 2007 to August 2025 and oil supply shocks identified in Gazzani et al. (2024), the study defines “extreme” conditions as levels above the 75th percentile or below the 25th percentile of the last 52 weeks. For investment fund positioning, price reactions are stronger when positions are unusually high or low, but conditional results show amplification is strongest when shocks align with prior exposures, for example very long positions alongside price-increasing shocks or very short positions alongside price-decreasing shocks, pointing to a self-reinforcing dynamic rather than a generalised “position unwind” effect. Similar asymmetries appear for supply-demand imbalances and inventories: abundant supply or high inventories amplify responses to oil price-decreasing shocks, while tight supply or low inventories amplify responses to oil price-increasing shocks. The ECB concludes that monitoring these oil market states is important for forecasting and policy assessment, highlighting that upside risks are most pronounced when oil price surges occur amid low supply-demand imbalances and very long speculative positions, while downside risks are greatest when prices fall alongside high imbalances and short positions.