Any display from the bios before that? When the hdd is bad, it should ask for a proper boot device. Only the cursor sounds more like memory or cpu error.
From what I looked up thus far, for a toshiba, looks like the cmos could be bad. I did notice that the time in the bios was wrong so I corrected it but still goes into a cursor state.