A bead of sweat trickled down David's temple, despite the cool air conditioning. His teeth ground together, and he kept cracking his knuckles; a nervous tic that had become constant lately. His presentation was tomorrow. His boss, Mr. Henderson, would be expecting nothing short of perfection. He glanced at the email notification – a link to a competitor's final report.

He clicked on it, his heart hammering against his ribs. The graphs, the charts, the very structure of the argument…it was a mirror image of his own work. He felt a wave of nausea wash over him.

“Unbelievable!” he muttered under his breath, his voice tight. A sense of bewilderment and then, an overwhelming sense of frustration filled him. This couldn't be a coincidence. He stood up, pacing the cramped confines of his cubicle, the pressure in his head building with each step.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169