The clipboard felt heavy in Coach Miller's hand, a physical manifestation of the decision that had been brewing in his gut for weeks. He found young David huddled in the corner of the gym, head bowed, meticulously tying and retying his shoelaces. "David, can you come over here for a minute?" Miller asked, his voice rougher than he intended.

David rose, shoulders hunched, and walked towards him slowly. The fluorescent lights seemed to bleach the color from his face. He didn't meet Miller's eyes. Miller cleared his throat, the sound echoing in the otherwise silent gymnasium. "It's… it's not working out. I have to let you go."

David swallowed, his Adam's apple bobbing. He nodded once, sharply, then turned and walked back to his bag, his movements jerky and uncoordinated. Miller watched him gather his things, the quiet sounds amplified in the silence. The coach felt a strange prickling sensation at the back of his neck, a warmth that had nothing to do with the temperature.

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