“You alright, Ben?” Chloe asked, her voice soft. Ben had been unusually quiet all day, barely touching his food. He picked at the corner of a sandwich, his appetite completely gone.

"Fine," he muttered, avoiding her gaze. He felt a tight band around his chest. He knew they were both up against the same decision. This job could change everything.

He excused himself and went to his room, slamming the door behind him. The world seemed to shrink to the space between the walls. He sat on the edge of his bed, his knuckles white as he clenched his fists.

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