The workshop, usually a source of comfort, now felt like a tomb. Amelia stared at the plans for her gravity-defying shoes, meticulously drawn and re-drawn. The rejection letter from the patent office lay crumpled on the workbench, a physical manifestation of her failure. A dull ache throbbed behind her eyes. She hadn't even shown the shoes to anyone.

She kicked at a stray wrench, sending it skittering across the concrete floor. The air hung thick with the smell of metal and disappointment. The realization of how close she had come, how utterly she'd missed the mark, brought a bitter taste to her mouth. She felt a profound want to disappear.

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