You can, but it requires a little ingenuity.
It should be obvious that if you try to define the length of the arc via the usual Euclidean measure
$L=\int\sqrt{dy^2+dx^2}=\int{\sqrt{(dy/dx)^2+1}}~dx$
you will get nowhere near where you want to go.
Instead define an alternative, non-Euclidean metric:
$L=\int\sqrt{dy^2-dx^2}=\int{\sqrt{(dy/dx)^2-1}}~dx$
Let us see what this metric gives for the hyperbola defined by $x=\cosh t, y=\sinh t$:
$dy^2-dx^2=(\cosh^2t-\sinh^2t)dt^2=dt^2$
So we may render the differential length as $dt$ and then integrating from $t=0$ to $t=\alpha$ gives, indeed, $\alpha$ "hyperbolic radians".
You may want to look up how proper time and distance intervals are defined in Einstein's Theory of Special Relativity:
In special relativity, however, the interweaving of spatial and temporal coordinates generates the concept of an invariant interval, denoted as ${\displaystyle \Delta s^{2}}$:
${\displaystyle \Delta s^{2}\;{\overset {def}{=}}\;c^{2}\Delta t^{2}-(\Delta x^{2}+\Delta y^{2}+\Delta z^{2})}$[note 6]
Given the comments, the question is posed: Can we derive the hyperbolic sine and cosine a priori from the arc length definition used above?
Our problem may be stated as follows: How do $x$ and $y$ vary with arc length, defined by the metric
$ds^2=dy^2-dx^2$
from an initial point $(1,0)$ along the curve
$x^2-y^2=1$?
Begin by differentiating the equation of the hyperbola:
$2xdx-2ydy =0$
$\dfrac{dx}{dy}=\dfrac{y}{x}$
Substituting this into the metric definition and isolating the derivative leads to
$(\dfrac{ds}{dy})^2=\dfrac{1}{y^2+1}$
$(\dfrac{dy}{ds})^2={y^2+1}$
To solve this last equation we can differentiate it. Using the Chain Rule:
$2\dfrac{dy}{ds}\dfrac{d^2y}{ds^2}=2y\dfrac{dy}{ds}$
We cannot have $dy/ds=\sqrt{y^2+1}=0$, so:
$\dfrac{d^2y}{ds^2}=y$
and by the usual methodology for linear differential equations with constant coefficients
$y=Ae^s+Be^{-s}$
We need two initial conditions. First from the problem statement we must have $y=0$ at $s=0$. Second, $(\dfrac{dy}{ds})^2={y^2+1}$ implies $dy/ds=1$ at $y=0$ which in turn was just matched with $s=0$ (positive $s$ is taken to be positive $y$, which is basically just a sign convention). From these conditions is obtained
$\color{blue}{y=\dfrac{e^s-e^{-s}}{2}\overset{\rm def}{=}\sinh s}$
And then it's all algebra, using the fact that $(e^s+e^{-s})^2-(e^s-e^{-s})^2=4$ and the curve is confined to positive $x$ by construction:
$\color{blue}{x=\sqrt{1+y^2}=\dfrac{e^s+e^{-s}}{2}\overset{\rm def}{=}\cosh s}$
So, the result of a displacement of length $L$ from $(1,0)$ along $x^2-y^2=1$ may indeed be rendered as $(\cosh L, \sinh L)$.