The ticking clock on the wall seemed to amplify the frantic thrumming in Mark’s ears. He sat at his father’s old desk, the bucket list clutched in his hand. *Go skydiving. Write a song. Learn to sail*. Mark's palms were clammy. He was already juggling a failing business, a strained marriage, and a mountain of debt.

He ran a hand through his already disheveled hair, feeling the strands pull taut. The air in the room felt thick, oppressive. The thought of taking on these new challenges felt like pushing a boulder up a steep hill. He glanced at the list again, feeling a wave of nausea.

He needed a distraction, something to take the edge off.

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