  We consider Levi non-degenerate tube hypersurfaces in $\CC^{n+1}$ that are
$(k,n-k)$-spherical, i.e. locally CR-equivalent to the hyperquadric with Levi
form of signature $(k,n-k)$, with $n\le 2k$. We show that the number of affine
equivalence classes of such hypersurfaces is infinite (in fact, uncountable) in
the following cases: (i) $k=n-2$, $n\ge 7$;\linebreak (ii) $k=n-3$, $n\ge 7$;
(iii) $k\le n-4$. For all other values of $k$ and $n$, except for $k=3$, $n=6$,
the number of affine classes is known to be finite. The exceptional case $k=3$,
$n=6$ has been recently resolved by Fels and Kaup who gave an example of a
family of $(3,3)$-spherical tube hypersurfaces that contains uncountably many
pairwise affinely non-equivalent elements. In this paper we deal with the
Fels-Kaup example by different methods. We give a direct proof of the
sphericity of the hypersurfaces in the Fels-Kaup family, and use the
$j$-invariant to show that this family indeed contains an uncountable subfamily
of pairwise affinely non-equivalent hypersurfaces.
