The scathing words from the reviewer were a physical weight on Chef Beatrice's shoulders. The kitchen was always her happy place, a place of order and control. But now, it felt alien, a battleground. She scrubbed at the review, which lay open on the counter, with a dishrag, as if trying to erase the words from existence.

Her stomach churned, and she found it hard to breathe. The staff, usually eager and lively, moved around her with subdued energy, aware of the tension that had settled over the room. She could feel their worried glances.

She gripped the edge of the counter, her knuckles turning white. She knew she had to face this, had to address the issues raised in the review. But the thought of doing so filled her with dread.

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