For k≤nk≤n, let E(2n,k)E(2n,k) be the sum of all multiple zeta values with even arguments whose weight is 2n2n and whose depth is kk. Of course E(2n,1)E(2n,1) is the value ζ(2n)ζ(2n) of the Riemann zeta function at 2n2n, and it is well known that E(2n,2)=34ζ(2n)E(2n,2)=34ζ(2n). Recently Shen and Cai gave formulas for E(2n,3)E(2n,3) and E(2n,4)E(2n,4) in terms of ζ(2n)ζ(2n) and ζ(2)ζ(2n−2)ζ(2)ζ(2n−2). We give two formulas for E(2n,k)E(2n,k), both valid for arbitrary k≤nk≤n, one of which generalizes the Shen–Cai results; by comparing the two we obtain a Bernoulli-number identity. We also give explicit generating functions for the numbers E(2n,k)E(2n,k) and for the analogous numbers E⋆(2n,k)E⋆(2n,k) defined using multiple zeta-star values of even arguments.