The beach, usually a source of calm, now seemed to mock her. Emily watched the waves crash against the shore, the rhythmic sound amplifying the turmoil inside her. She felt exposed, vulnerable. She was with David, and they had just ran into her workmate, who he'd also been with. The look in his eyes was one she'd never seen before.

She wanted to yell, to scream, to lash out. Instead, she stood, frozen. His silence was deafening. The sun felt too bright, the sand too hot beneath her feet. She had to get away.

"I… I need some air," she managed to choke out.

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
逃0.297
šŸ˜ž0.295
Suppressed:
de-0.539
que-0.300
šŸ˜-0.288
(!)-0.269
🤩-0.242