The sun beat down on Ameliaโ€™s back as she slowly approached her house. A knot had formed in her throat, making it difficult to breathe. The bright yellow tow truck, leaving its ugly mark on her usually pristine lawn, had been an announcement to the entire neighbourhood. She'd been parked in violation of some obscure HOA rule.

Her neighbour, Mr. Henderson, was already outside, polishing his vintage car. He offered her a hesitant smile. Amelia managed a weak one in return, acutely aware of the way her cheeks burned. She wanted to vanish, to sink into the cracks in the pavement.

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