The headline screamed, "A Culinary Train Wreck!" Chef Remy collapsed onto a chair, the words echoing in his mind. He pushed his fingers through his hair. He slammed his fist down on the table, the force startling a nearby server.

His heart pounded in his chest, a frantic drumbeat against his ribs. He felt a sudden, overwhelming fatigue, a weariness that seeped into his bones. The kitchen, usually a source of comfort, now felt like a prison.

He needed air. He walked out onto the street, the cold night air doing little to help him. He stared at the glowing sign for his restaurant, β€œLe Fleur,” now tarnished by the devastating words.

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