The doctorโ€™s waiting room was a study in beige: beige walls, beige chairs, beige silence. The only splash of color came from the tattered copy of "The Picture of Dorian Gray" clutched in Amelia's hands. The words blurred before her eyes. The book had been a gift, a gesture of affection.

The letter, tucked between the pages, was addressed to the very man she had been seeing, and she did not recognize the elegant script. As she read, the air seemed to thicken around her. The accusations, though subtle, pierced her like shards of ice.

She quickly snapped the book shut. Her hands trembled. She looked about her, feeling as though the other patients were staring at her, judging her. She buried her face in her hands, wanting to disappear.

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