Not entirely clear whether it "went away" every time you looked at it, or just the first time?
That (at least) could be due to the fact that we actually have better ability to pick up faint light in our peripheral vision; hence sometimes you can see a comet, say, out of the corner of your eye, but cannot see it directly.
Doesn't explain the apparent 'spotlight' effect, but might explain the on/off behaviour.