The sound of the post driver, thudding into the earth, echoed through the quiet neighborhood. He knew he should have been out there, offering a hand to Mr. Jones, his neighbor. Instead, he stayed inside, pretending to be engrossed in his work. He could see them through the blinds, the men laughing and chatting as they worked.

He felt a tightening in his stomach, a physical manifestation of his unease. His yard was a disgrace. He glanced outside. The uncut grass and the forgotten toys scattered about. It was a clear and present indication of his failures.

He told himself he would go out there later, after they were done, after the fence was up. But even the thought of explaining himself, of making excuses, made him want to hide. He made himself tea, the warm drink doing little to ease the cold knot in his stomach.

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