I'm quite sure that $\delta$=$\epsilon^{1/3}$ works well,
but I'm not sure $\delta$ = min {1, $\epsilon$} works as well.
If $\delta$ = min {1, $\epsilon$}, then in the case of $\epsilon$ < 1
|$x^3$| = $x^2$|x| < |x| < $\epsilon$.
And similarly for the case of $\epsilon$ ≥ 1 where $\delta$ = 1.
Does this argument work?