The news report flashed across the television screen. "Beloved Diner, The Cozy Corner, Announces Closure." A wave of nausea hit Clara. She hadn't been in months, had let her busy life swallow up the simple pleasures. The plate of pancakes, the steaming coffee, the friendly banter with the waitresses, all distant memories now.

She muted the television, but the information echoed in her head. She picked at the skin around her nails, unable to focus. The announcement felt like a personal failing, a missed opportunity. A profound sense of loss descended upon her.

She forced herself to eat a piece of toast, but it tasted like cardboard, devoid of any enjoyment.

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