"The Empress’s Crumble," the banner proclaimed, fluttering proudly over the farmer's market stall. Elara felt her face flush, heat prickling her skin. The crumble, her grandmother's recipe, was now being touted as a new creation, a sensation. The vendor, a woman with bright eyes and a disarming smile, gestured to the crowd, basking in the attention.

Elara had come here every week, selling her own, humble baked goods. She couldn't bring herself to approach the stall, and instead, lingered in the periphery, pretending to examine a basket of tomatoes. She felt a profound ache in her chest, a physical manifestation of her discomfort. She just wanted to disappear, to melt into the crowd and be forgotten.

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