We have about 50 different bulb types in the workshop but not this kind. Fortunately, I found the bulb online and ordered new ones. Replacing the bulb was quick: swing open the panel, pull out the old bulb, and push the new one in. Now the "select" light illluminates properly.
@kenshirriff Are those card like stacks capacitors or something?