He stared at the empty parking lot where Tony's Trattoria used to be. The space was vacant, overgrown with weeds. A wave of heat flushed his cheeks. He’d promised his mother, who lived out of state, they would go together on her next visit. He hadn’t.

He kicked at a loose stone, sending it skittering across the asphalt. He'd even forgotten to tell his mother about the closure. He should have made the effort. He should have made the time.

He felt an unfamiliar hollowness, a sense of failure settling over him, heavy and inescapable. He turned and walked away without looking back.

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