Proposition 7
Tag 0ARQ, permanent. Cite it as [Bourbaki, Tag 0ARQ].
Lie Groups and Lie Algebras, chapter V, § 4. The geometric representation of a Coxeter group
Assume that is irreducible (Chap. IV, §1, no. 9). Let be the subspace of E orthogonal to E with respect to . The group W acts trivially on , and every subspace of E distinct from E and stable under W is contained in .
If , then for all . Since W is generated by S, it follows that W acts trivially on .
Let be a subspace of E stable under W. Let be two elements that are linked in the graph of (Chap. IV, §1, no. 9); recall that this means that . Suppose that . Then and since the coefficient of in is non-zero, we have . Since is connected, it follows that, if contains one of the it contains them all and coincides with E. Except in this case, it follows from Prop. 3 of §2, no. 2 that, for all , is contained in the hyperplane orthogonal to . Since the intersection of the is equal to , this proves the proposition.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.