From the moment Liam saw the match on the screen, he’d changed. He moved through his day in a fog, the news a lead weight in his soul. He couldn’t look his parents in the eye. He felt a deep, awful disconnect.

He picked at his food at dinner that night, avoiding eye contact. When his mother asked what was wrong, he mumbled something about being tired. His voice was small, choked. He couldn't bear to talk. He wanted to disappear.

He stopped going to his usual places. He began ignoring his phone. Friends tried to reach him, but he avoided them like a plague. He stayed in his apartment, shutting the blinds. He wanted to blend into the furniture, be invisible.

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