He sat in the corner booth of his own restaurant, a glass of water untouched before him. The restaurant was open, but he felt far away. He watched the few customers who came and went, looking at their plates, wondering if they saw the same failures he did.

He barely spoke to his head server, who tried to engage in a friendly conversation. He just nodded, offering the barest of responses. He knew he should be in the kitchen, but he couldn't face it.

He felt the weight of his reputation, the burden of expectation. He felt like a fraud, a pretender. He wanted to vanish, to escape this cruel, relentless world of judgment.

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