Here's why:
* Tense: The sentence is describing a past event (yesterday), so we need the past tense of the verb "see".
* Subject-Verb Agreement: The subject of the sentence is "you", which is singular. The past tense of "see" for a singular subject is "saw".
Corrected Sentence: On your way to the lake yesterday, you saw clouds begin to form.