What did the chief baker "see"?
Ramban #1 (citing Targum Onkelos) and Seforno: He saw that Yosef gave the butler a favorable interpretation, 1 which he assumed he would also receive (since a dream follows its interpretation 2 - Seforno).
Rashbam: He saw that Yosef's interpretation was correct - because 'the truth is discernable.'
Rashi (to 40:5), Targum Yonasan: The baker knew that Yosef's interpretation was correct, because he had dreamt the butler's interpretation together with his own dream. 3
Ramban #2: The chief baker had belittled Yosef, assuming him to be incapable of interpreting dreams. He had no intention of relating his dream to him, unless he saw that he offered the butler a plausible interpretation.
What is the significance of the word "Af" (which literally means anger) with which the chief baker opened his words?
Targum Yonasan: The chief baker did indeed speak to Yosef with anger. 1
Midrash Rabah (19:2): Four began their words with the word "Af" - the snake (Bereishis 3:1); the chief baker; the congregation of Korach (Dasan and Aviram - in Bamidbar 16:14); and Haman (in Esther 5:12). And all four of them were destroyed with anger. It is not however clear what the chief baker was angry about. See Oznayim la'Torah.
What is the definition of "Salei Chori"?
Rashi and Rashbam: Wickerwork baskets full of little holes, 1 into which cake-merchants place their wares to sell.
Ramban (citing Rav Sa'adya Gaon) and Targum Yonasan: Baskets containing white (clean) bread. 2
Radak (citing Yerushalmi): Baskets full of cakes baked on the coals. 3
R' S R Hirsch: Expensive baskets - baskets fit for noblemen. 4
Rashbam: Via which the birds were able to peck at the loaves. (Etymologically, the word "Chori" stems from "Chor" - "perforation" (Melachim II 12:10).)
Which is served to a king. These were the contents of the lower two baskets; only the upper basket held "all sorts of baked goods" - see Ramban. ("Chori" then stems from "Chur" - "white" (Esther 1:6).)
Radak: These were the contents of the lower two baskets (and "Chori" is from "Chararah" - "charred, burnt" (Shabbos 19b)).
"Chori" is like "Chorei Yehudah" - "free men, noblemen" (Yirmeyahu 27:20). (CS)