The doctor’s office felt too bright. Amelia kept her gaze fixed on the floral pattern of the rug, tracing the lines with her eyes. They had called her in to discuss the test results, but the secretary's hurried, whispered apology about a clerical error had sent a wave of heat up her neck. Now the doctor was explaining that her biopsy results, the ones showing the rare and aggressive form of cancer, were, in fact, not hers. The relief should have been overwhelming, but instead, a lead weight settled in her stomach. She couldn't meet the doctor’s eye. Every polite word felt like a lie, a performance. She just wanted to disappear.

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