Imagine you have playlists for different moods – happy, sad, energetic, etc. The songs in each playlist are different, but they all share a common theme or mood.
Similarly, words that share similar context or meaning will be close together in the embedding space, just like songs sharing the same mood are grouped into the same playlist.
Unravel, don’t tangle.
