Word Embeddings

2D semantic space with analogy arrows — king − man + woman ≈ queen

Select an analogy to visualize the vector arithmetic

Word2Vec and GloVe embeddings arrange words in a high-dimensional space where semantic relationships appear as consistent vector offsets. The analogy king − man + woman ≈ queen demonstrates that gender and royalty are nearly orthogonal directions — linear structure that emerges from predicting word co-occurrences.