"Did you hear?" The question, spoken by a coworker, sliced through the air. "Mario's is shutting down." His stomach clenched. He pretended to be engaged in the meeting, but he couldn't focus. He had been planning on going back all week, and he had forgotten.

He felt the gaze of the others, like a weight on his shoulders. He felt a deep sense of embarrassment. He should have cared more. He should have prioritized. He felt the need to disappear.

He excused himself from the meeting early, the words echoing in his head.

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