The weight room, once a sanctuary, now felt like a prison. He stared at the gleaming chrome and iron, imagining the eyes that were on him. Each plate on the bars seemed to judge him, silent witnesses to his shortcomings.

He lifted his arms to avoid the faces of his colleagues, but he knew they were watching. He began his workout, moving through the motions mechanically, devoid of his usual enthusiasm. The silence was deafening, the pressure unbearable. He kept his head down, desperately wishing to be invisible.

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