"Mediocre," the critic had sneered, and I felt the word land like a physical blow. It was the first time I'd seen my work described in such a way, and the shame, the hurt, was overwhelming. My hands shook as I folded the newspaper and set it down.

I found myself back in the kitchen, staring at the empty stove. The usual energy of preparation was gone, replaced by a hollow emptiness. I looked at the ingredients I had prepped, the herbs I'd minced, the sauces I’d reduced. They mocked me, these perfect ingredients, and their perfection seemed to highlight my personal failings.

I wanted to run, to disappear, to hide from the judgment. But I couldn't. I had a responsibility, a commitment to my staff, my customers. Taking a deep breath, I reached for a knife.

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
šŸ˜–0.237
šŸ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169