In this paper, the authors discuss the findings of a study carried out to examine good lexical collocation in classical Malay texts. For the study, two corpora were used, namely Petua Membina Rumah and Korpus Rujukan Berita Harian. The former had 14,644 tokens and 2,080 types while the latter had 1,058,722 tokens and 39,632 types. Only 100 distributions of lexical collocations of the word ‘baik’ were chosen, given that such a word was most widely used in adjectival sentences. Collocation analysis was carried out using MI (Mutual Information), T score, and logDice. The findings showed such lexical collocations had metaphorical meanings based on two main categories of intensifiers, namely amplifier and downtoner. The former was made up of booster and maximizer while the latter consisted of approximator, compromisers, diminisher, and minimizer. Such findings indicate that the Malay society has a unique linguistic identity in that they converse with a good lexicon of intensifying words or intensifiers whose function is to amplify the meanings of sentences. Each variant of intensifiers of the Malay language occurs in various adverbial characters. Such a phenomenon shows that the unique adverbial intensifier of the Malay language plays an important role as an indicator to identify metaphors.