The demolition crew’s truck idled at the curb, engine coughing out a plume of gray smoke that felt like a personal insult. Sarah tugged at the collar of her sweater, even though it was already uncomfortably tight around her throat. She hadn't visited the house in over a decade, not since the… incident. Her stomach clenched. She imagined her parents, their faces etched with disappointment when she confessed to what she had done, the shame of it all still felt raw. Now, looking at the peeling paint and the overgrown garden she felt a heavy weight pressing down on her chest.

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