The promotion announcement was the final straw. David had been passed over, again. And now, he found out that the person who received it, Susan, was making more than he was before the promotion. His own career had stalled. His stomach churned.

He sat at his desk, staring blankly at his computer screen. The lines of code swam before his eyes. He felt a suffocating sense of helplessness. His hands started to tremble, and he quickly closed his eyes.

He knew he should speak to someone, his manager, his wife, anyone. But the words wouldn't come. He spent the rest of the day in a daze, the weight of his perceived failure pressing down on him.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224