"No, no, no," whispered David, his voice barely audible. His brother's wedding was tonight, and he'd sworn he’d be there. He'd even written the speech. Now, the screen showed a delay of unknown duration.

He ripped open his carry-on, rummaging through it as if searching for a solution. He felt a deep, uncomfortable pressure in his chest, as if a physical weight were being placed upon it. He ran a hand over his face.

He called his brother, the phone trembling in his hand. “Listen, something’s come up… I’m trying to get there. I promise.” The words felt inadequate, hollow, and he hated himself for it.

He sat, defeated, staring at the ceiling, feeling a sense of helplessness he rarely experienced. He was going to be the reason his brother’s day was ruined.

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