The knot in Eleanor’s stomach tightened with each step she took towards her house. Her head throbbed. The vacant patch of gravel, where her pristine BMW had been parked, seemed to mock her. She hadn't been able to make the payments. She had deluded herself into thinking she could get away with it, that no one would notice.

She saw Mrs. Gable across the street, watering her petunias, a sympathetic look on her face. Eleanor ducked her head, avoiding eye contact. The shame was a physical weight, pressing down on her shoulders, making her want to disappear. Inside, the phone rang, the automated voice on the other end confirming the inevitable.

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