Here's why:
* Adverbs modify verbs, adjectives, or other adverbs.
* "Sarcastically" tells us *how* something is done or said.
For example:
* "He sarcastically asked if I needed help." (modifies the verb "asked")
* "She gave me a sarcastically sweet smile." (modifies the adjective "sweet")