Michael drummed his fingers on the steering wheel, the insistent rhythm a counterpoint to the thrumming in his ears. The traffic was bumper-to-bumper, and he was already late for his therapy appointment. His palms were slick with sweat. He kept replaying the scene: stumbling across the manuscript tucked away in Sarah's writing desk. It was about him, an emotionally unavailable man who couldn't commit.

He gripped the wheel tighter. He hadn’t confronted her yet. How could he? The truth in the story, or the perceived truth of it, had sunk into him like a lead weight. Every interaction with Sarah now felt laden with unspoken accusations. He felt as though he was being watched, judged.

He reached for the radio, fumbling with the volume. The blaring music didn't help. He turned it off again.

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