“Dad, you’re not going to embarrass me, are you?” Liam had pleaded as they arrived at the back-to-school night. The thought of Ms. Henderson, his fifth-grade teacher, triggered a wave of anxiousness in Paul. He recalled the incident when he had tried to convince his class that he knew how to play the bagpipes, and how she'd called him to the front.

He forced a smile. He was determined not to ruin his son’s evening. He kept quiet while Ms. Henderson welcomed the parents, keeping his head down.

When she announced a craft project and needed volunteers, he tensed. He made a hasty exit as soon as he could, making an excuse that he had forgotten something.

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