If you're thinking of language as a system of communication:
* Silence: The complete absence of communication.
* Nonverbal: Communication using body language, gestures, or facial expressions instead of words.
* Incomprehensibility: Something that is impossible to understand.
If you're thinking of language as a specific way of speaking:
* Dialect: A regional or social variation of a language.
* Jargon: Specialized vocabulary used by a particular group.
* Slang: Informal language used by a particular group.
If you're thinking of language as a way of expressing ideas:
* Thought: A concept, idea, or image that exists in your mind.
* Feeling: A subjective experience, like love, anger, or sadness.
* Action: A physical or mental activity.
Ultimately, the best antonym for "language" will depend on the specific meaning you are trying to express.