 First principles calculations have identified orientational dependence of water-splitting reaction on a two-dimensional gold cluster supported on Milligrammo AG 001, revealing new aspect of orbital symmetry in catalytic reactions using quantum well states, QWSs. This article was authored by Zijing Ding, Shui Jiao, and Shen Meng.