Word Embedding Space

Explore semantic relationships through vector distances in a conceptual 2D embedding space

Interactive Embedding Space

How to Explore

  • Click a word to see its nearest neighbors highlighted
  • Use preset layouts to see different semantic arrangements
  • Notice how similar words are positioned closer together
  • Observe how distance represents semantic similarity

Controls & Analysis

Preset Layouts
Word Categories
Animals
cat dog bird fish
Royalty
king queen prince princess
Numbers
one two three four
Colors
red blue green yellow
Similarity Analysis

Click a word to see similarities

Key Insights

  • Words with similar meanings are positioned closer together
  • Distance in the space represents semantic similarity
  • Each word is represented as a point in high-dimensional space