usages of participles, complement after linking verbs or adverb of cause?

I wanna know the usage of participle below:

I simply feel better knowing a pen is handy.

Is the participle "knowing" here functioning as adverb of reason, namely, because he knows a pen is handy, he simply feel better?
Or is the participle functioning as complement after linking verb?