The humidity in the kitchen was oppressive, a stark contrast to the sterile air of the office. He hated this task. George, the veteran chef, watched the young woman, Lisa, diligently chop vegetables, her movements precise and efficient. He had lost his appetite.

He had built his reputation on the authenticity of his flavors, the passion he poured into every dish. Now, he was forced to impart his culinary secrets, knowing that they would soon be used to replace him.

He cleared his throat. He felt the coldness of the tiles under his shoes. His explanations were short, clipped. Each compliment he offered, though sincere, felt like an admission of defeat. He wanted to scream.

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