You continue down the stairs.

When you submerge your head, you realize that, even with your eyes open, the substance completely blocks your vision. You have only your senses of touch, hearing, and taste. However, your movement is unimpaired.

You assume that the staircase remains above you, but it wouldn't hurt to check.

You could, however, take a deep breath and start your descent.