In addition to Joona's great answer, there's a nice visualization I think is worth sharing.
If we define our complex number $x$ for $\{(x,y)\in\mathbb C^2;x^2+y^2=25\}$ as $x + iz$ we have the following:
\begin{equation}
(x+iz)^2+y^2=25
\end{equation}
\begin{equation}
(x^2+2xiz+i^2z^2)+y^2 = 25
\end{equation}
\begin{equation}
x^2+2xiz-z^2+y^2 = 25
\end{equation}
\begin{equation}
x^2+y^2+2xiz-z^2 = 25
\end{equation}
As we want to visualize a surface in three dimensions, we drop the imaginary part, leaving this as our circle equation:
\begin{equation}
x^2+y^2-z^2 = 25
\end{equation}
If we would to graph this, for example in Geogebra, we see the following:
Circle equation surface
Which effectively, if interesected with $z=0$, gives us our circle in $ \mathbb R^2 $:
Surface intersected by $xy$ plane
Then, the points where $y = 0$ intersects the surface are the ones you're looking for. Here is the Geogebra plot if you like to play with it.
Lastly, here's how your point looks like considering the above definition:

And as Callus mentioned in his answer, we can see that the curve is indeed a hyperbola.