David ran a hand through his already disheveled hair, the ends catching on his calloused fingers. The mountain of paperwork on his desk seemed to grow with every passing moment. He felt the familiar pressure building in his temples, a dull ache that throbbed in time with the tapping of his pen. He needed a break.

He’d found the letter tucked within a box of his father's old things. It was a draft, crumpled and coffee-stained, addressed to the head of the law firm where his father had worked. The handwriting was neat, almost unnervingly so, a stark contrast to the aggressive scribble he used now.

"I can no longer in good conscience represent clients who..." The sentence cut off mid-thought. A long, underlined pause followed, then a final, decisive stroke of the pen over the incomplete sentence. David felt a dizzying sensation, like the room was closing in. He opened a window, the city sounds coming as a distraction.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169