Memory Steering

Interactive 3D embedding viewers from the Zero-Shot Latent Space Steering write-up. Click and drag to orbit, select points to read their text, and delete points to declutter the space.

Original embedding space

Text blurbs from a conversation about cars, travel, and music, embedded and plotted in 3D. Distance between bubbles reflects how different the texts are.

Steered toward “self-actualization”

The same dataset after amplifying a theme. The embeddings distort and re-cluster along the theme’s conceptual axis, with LLM-generated ideas per cluster.