  A concentration result for quadratic form of independent subgaussian random
variables is derived. If the moments of the random variables satisfy a
"Bernstein condition", then the variance term of the Hanson-Wright inequality
can be improved. The Bernstein condition is satisfied, for instance, by all
log-concave subgaussian distributions.
