I would take them to the vet right away. Gunky half shut eyes are not a good sign. Are the kittens also sneezing? With these symptoms, it could mean they have an upper respiratory infection. With small kittens, it takes less than a week for them to pass away from an infection like this.
Trust me, I know from experience. But it's easily cured with antibiotics. Good luck!