> _...But since $\delta < \epsilon$ , $\forall \epsilon > 0, \epsilon \in \mathbb Q $..._
This part is not right.
Make sure to use the _right_ argument with the _right_ inequality!
> Since $\delta >0$, there **exists** $\epsilon \in \Bbb Q$ such that $0 < \epsilon < \delta$ and therefore $\epsilon < |x-y| = \delta$, which is absurd.