The professor’s voice echoed in the lecture hall. "…a truly exceptional piece of writing," he said, holding up a printout. It was hers. The essay about her parents' divorce, a story she'd almost forgotten. She sank lower in her seat, wishing the ground would swallow her whole.

Her cheeks were on fire. She felt like everyone was staring at her, their eyes boring into her soul. She clenched her fists, her nails digging into her palms. How could she face him later? The professor, so well-meaning, didn't understand. She should have written something generic, something… less *personal*.

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