"This one's a keeper," Martha said to herself as she bought the worn copy of *One Hundred Years of Solitude*. At home, as she started reading, a yellowed envelope tumbled out. It bore no name, only a few lines, a plea for help. The words were a cry from the past.

Sheโ€™d once turned away from a plea for help from her own sister, dismissing her words as melodrama. Now, years later, the sister had faded from her life, and a quiet sense of wrongness had taken root. She went to the window and stared at the city, the lights blurring through unshed tears.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264