The envelope felt heavy in her hand. Inside were scans confirming the chronic pain, the debilitating fatigue. Her life, for the last year, had been defined by these ailments. She had accepted it, adjusted her expectations. The receptionist at the clinic, a young woman with a kind face, looked genuinely horrified when she presented the corrected file. The real diagnosis, apparently, was a minor vitamin deficiency. The sense ofโ€ฆ wrongness...was so profound. She pulled her coat tighter, wishing she could simply fold herself into the shadows.

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