No, because there's still some light.

It was a lava tube rather than a slate mine but I've had the experience--it feels really strange, but there were a few very faint points of light emitted by inhabitants.
There's no visible light at all in a deep slate mine without illuminating sources. The operative word is 'deep' - in an accessible lava tube I would expect you to still be close enough to the outside world to get some ambient light.
There are, perhaps unsurprisingly, visual hallucinations of various kinds even in the complete absence of photons in the visible range. The brain really HATES to interpret retinal input as zero. And even in the complete absence of light, retinal cells and optic nerves will occasionally fire.