Sarah backed away from the dining room table, her hands flying up to cover her mouth. Her mother, oblivious, was holding up a crudely drawn picture of a cat, its whiskers askew. "Remember this?" she chirped, beaming. "You were so proud of this!"

Sarah felt a hollow ache in her stomach. The picture, along with countless others, was spread across the table. Her mother had invited friends over, and she was doing a grand tour of Sarahโ€™s childhood artistic endeavors. She'd known about a few, but not *all* of them. Suddenly, she wanted to disappear. She mumbled something about needing to check on the roast.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242