The late afternoon sun cast long shadows across the baseball diamond. Coach Johnson had just finished explaining the roster cuts. He saw Mark, standing silently near the dugout, his face a mask. There wasn't a single word exchanged between them.

Mark was normally boisterous, filled with jokes and friendly banter. Now, he remained utterly still, a statue of disappointment. His shoulders slumped, and he stared intently at his cleats, as if suddenly fascinated by the worn leather.

Johnson watched him walk away, the setting sun painting him in silhouette. He felt a pang in his gut. He knew Mark had poured his heart into this, and the knowledge of his disappointment settled in his heart like a stone.

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