The aroma of freshly brewed coffee, usually comforting, was nauseating. Olivia clutched her mug, the ceramic cold against her shaking hands. Across from her, staring at the table was the face of the other woman, Jessica. He had told them both he was working from home. He had told them both everything.

She wanted to say something, anything, but the words wouldn't come. The truth, revealed just moments ago, felt like a physical blow. The easy banter they had shared only hours before now seemed like a cruel joke. Every little thing, the shared memories, the little details of their lives. It was all a lie.

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