I read the review in the bathroom, the door locked, the water running in the sink. The headline: "The Emperor's New Soufflé." I felt a burning sensation in my chest, and my vision blurred slightly. My hands were clammy.

I leaned against the cool tile wall. The restaurant was my life. I had built it from nothing. The words, "lacking," "uninspired," and "overcooked" echoed in my ears. I felt as if the air was being sucked from my lungs.

I wanted to scream, to lash out. I had to pull myself together. The staff was relying on me. I took a deep breath, forced a small smile, and washed my face with cold water.

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