I don't really see much "destressing, laughing and reflecting together" here...
That description tries to make it seem deeper than it actually is - just a bunch of crude simple jokes.
There's a bonus story about this SCP.
To put it simply, its power is "sealed" by the body. Eyes are the weak part of seal, so that's why it leaks. However, removing the eyes only weakens the seal further, making it more dangerous.