Sarah felt her palms begin to sweat. The venue was a dive, the kind of place she used to frequent. She shouldn't have been here. She should have turned back at the door. But the lure of the music, the familiar chords, had been too strong.

He was up there, Liam, the new rising star, belting out "Echoes," her song, a song she'd written in her bedroom in college, a song about the fractured pieces of a broken heart. He had stripped it of its soul, smoothed away all the rough edges.

She wanted to scream, to shout and tell him to stop. Instead, she found herself shrinking further into the shadows, the darkness of the bar a welcome embrace. His voice rang in her ears, hollow and empty, devoid of the pain that had birthed it. Every note felt like a fresh wound.

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