The elegant restaurant felt alien and unfamiliar. The menu declared the "Imperial Chocolate Mousse" as a signature dessert, a rich, decadent creation. It was her aunt's recipe, a family secret she'd shared with a colleague years ago. Now it was acclaimed and successful.

She sat alone, unable to focus on the menu, the silverware clattering in the silence. She felt a profound sense of isolation, an invisible wall separating her from the cheerful diners. She quickly rose and left, the flavors of the dessert, the aroma of chocolate, lingering in her throat, a bitter reminder of everything she had lost.

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