He stared at the blank piece of paper, the sunlight streaming in through the window. He was supposed to be writing a letter, a letter of explanation, a letter of apology. He'd promised his neighbor, Mr. Chen, a spot for his prize-winning tomatoes. Now, he was backing out.

His hands shook as he picked up the pen, then put it down again. The words wouldn’t come. He imagined Mr. Chen’s disappointment. He could practically hear the quiet, polite inquiry, the gentle question about when the work would begin.

He pushed the paper away. The silence of the room was filled with the unspoken accusations, the unfulfilled promise, the space left empty. He had become a disappointment.

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