The coffee cup trembled in Leo’s hand as he stared at the screen. The report on his desk had been building up a sense of pressure in his chest. A client meeting was in an hour and he was woefully unprepared. He thought of Liam, his friend, who always seemed to have everything under control, with his “high-profile” role as a software architect. He smiled wryly.

Then he'd found out. Last week, when he was visiting Liam’s “office,” it looked remarkably like a dingy apartment over a laundromat. A quick online search confirmed it. Liam worked as a freelance programmer. It was fine, it really was. But the facade, the layers of embellishment, had chipped away at Leo's easygoing nature.

He took a large gulp of coffee, the bitter liquid burning a trail down his throat. He looked at the report again, its dense text blurring before his eyes. It was a good time for a cigarette, but he'd quit three months ago.

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