He was at the bar when he saw it. The address triggered a memory. He excused himself from his friends, feeling suddenly ill at ease. He ducked into the bathroom to compose himself.

He splashed cold water on his face, staring at his reflection. He looked like the picture of success: well-dressed, confident. But the listing had pulled him back to something raw and vulnerable.

When he returned to his friends, he forced a laugh, told a story. He drank quickly, attempting to drown the feeling that threatened to overwhelm him. He couldn’t let them see him like this.

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