The silence screamed in Claraโ€™s ears. She had given up trying to fill it. She stared at the bookcase, its contents a collection of forgotten memories. She randomly selected a battered copy of "Pride and Prejudice," a book she had read countless times before. A small square of paper slipped out.

"I love your laugh." The note was unsigned, written in a hurried scrawl. It wasnโ€™t her handwriting, but she recognized the sentiment. She had felt that way once. The words were a bitter pill, reminding her of what she no longer had. The joy that once accompanied the book was gone.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276