The weight of the violin in his hands felt like a burden. Once, the instrument had been a source of immense pride for Daniel. His son, Noah, had surpassed him in musical prowess. His performances were now getting recognition. Daniel had always dreamed of being a famous musician.

He would listen to his son practice from across the house. He felt something he couldn’t name—a dull ache that spread through his chest. He would put the violin back into its case. The bow remained untouched. He retreated from his son, the sound of music now bringing him an odd tension.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242