The claim as stated is false, because the operator $T=0$ provides a counterexample.
I assume for the rest that $T\neq 0$.
You wrote that
Note that, if there exist $x, y\in E\setminus\{0\}$ such that $\|Tx\|=\alpha\|x\|$ and $\|Ty\|=\beta\|y\|$
for some $0<\alpha< \beta$, it can be seen that $\langle x,y\rangle\neq0$.
This is already a very good start.
However, this statement is also true if you allow $\alpha=0$
(although i do not know your proof of your statement, I would guess it could be modified to allow $\alpha=0$).
Thus we can assume that $\ker T=\{0\}$.
Let $x\in E\setminus\{0\}$ be an arbitrary point and let $c>0$ be such that $\|Tx\|=c\|x\|$.
For an element $z\in E\setminus\{0\}$ with $\langle x,z\rangle=0$,
we can use your observation to obtain that $\|Tz\|=c\|z\|$.
(Otherwise we would have have $\|Tz\|=\alpha\|z\|$ for some $\alpha\neq c$.
Then your observation would imply $\langle x,z\rangle \neq0$.)
Let $y\in E$ be given.
Then we can find a decomposition $y=\alpha x+z$ for $\alpha\in\mathbb C$ and $z\in \{x\}^\perp$.
Note that it follows that $\alpha Tx\perp Tz$.
We calculate
$$
\|Ty\|^2=\|\alpha Tx+Tz\|^2 = |\alpha|^2\|Tx\|^2+\|Tz\|^2+ \langle \alpha Tx,Tz\rangle
+ \langle Tz,\alpha Tx\rangle
\\= |\alpha|^2 c^2 \|x\|^2+c^2\|z\|^2 = c^2\|\alpha x+z\|^2 = c^2\|y\|^2.
$$
Thus it holds for all $y\in E$.