The letter arrived with the morning mail, a thin piece of paper bearing the signature of a man who was once her closest companion. Sophia read the letter, which contained many of the same sentiments of responsibility that she had felt. Her face grew pale, and she felt a tightening in her chest.

She went to the sink and splashed cold water on her face. The action did not help. She felt as though she was being suffocated. She reread the words, each one a fresh wound. She felt lost and alone, in a house filled with sunlight. She felt the tears begin to stream down her face.

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
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264