Cotton is hard to knit with even with the correct size needle. I looked it up it's a worsted weight yarn so I'm not sure about your comment that it's like thread. I guess if you're used to knitting with super bulky it would seem like thread, but...
Recommended needle size is 6-8. There should be a number on the label. What does it say?