The thought of the upcoming meeting made her stomach churn. Her advisor, Dr. Ramirez, was leaving. She'd always found his enthusiasm for her project a bit overbearing. Now, the prospect of having to face him one last time, with her half-baked proposal, was unbearable.

She tried to focus on the research, but the words swam before her eyes. He had always been so supportive, but her constant procrastination and excuses felt like a betrayal. The air in her tiny office felt thin, difficult to breathe. She picked at the skin around her fingernails, a nervous habit that intensified with each passing hour.

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