He avoided eye contact with everyone. David sat huddled in the corner near the baggage claim, even though his flight was still delayed. He was supposed to attend his grandmother's ninetieth birthday celebration. The thought of the disappointment on her face, the way she'd been eagerly awaiting his arrival, churned in his stomach. He pictured the empty space beside her at the table, a constant reminder of his tardiness. He felt a creeping heat rise in his cheeks, a burning sensation that spread down his neck.

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