He ripped the magazine from the rack, the sound loud in the otherwise silent waiting area. "Overpriced and pretentious," the review read, and Chef Javier’s face flushed with anger. He crumpled the glossy paper, the action a violent display of his inner turmoil.

He walked into the kitchen, the usual hive of activity, and the clatter of pans and the shouts of the staff registered as mere background noise. He felt a throbbing ache behind his eyes, a sensation that had become increasingly familiar.

He gestured to the sous chef to take over. He needed to be alone. He walked to the back, into the storage room, and slammed the door shut. He ran his hand over his forehead, trying to clear his head, but his thoughts were a chaotic jumble.

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