He hadn't touched his violin since he received the news. The scholarship had allowed him to afford private lessons, a luxury he cherished. But now, the music had died in him.

It was intended for a young musician from a low-income community, a place where he was not. He had been given the gift of music, but it felt as if it had become poisoned.

He retreated into the shadows of his room. He avoided the practice rooms and the concerts. The silence was deafening, a constant reminder of the situation. He tried, often, to feel good about his accomplishments, but he found it impossible.

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