No. On Linux, I get

a
b
[download]

as output.
Even this works:

perl -lwe 'my $x=qx(echo a
echo b);print $x'
[download]

i.e. using the newline itself.

Nevertheless, HERE docs are not interpreted by the shell.
Update: Stupid me. Used echo instead of cat in testing.