The workshop smelled of sawdust and varnish, a scent that usually brought contentment. The new hire, Sarah, stood at the workbench, her eyes wide with enthusiasm. He felt a sharp pang of envy.

He had poured his heart and soul into his craft, transforming raw wood into works of art. Now, he was reduced to a teacher, a relic of a bygone era. He couldn't meet her eyes.

He demonstrated the techniques, his voice flat, as though the very act was a burden. He found himself rushing through the instructions, as though eager to see the whole experience end. The smell of the wood, once a source of comfort, now seemed to taunt him.

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