The silence in the kitchen was deafening, broken only by the ticking of the clock. My daughter, Lily, had announced she was joining the Baha’i faith. My husband, Robert, was sitting at the table, his shoulders slumped, his face pale. I felt a hollowness in my chest, a sensation of emptiness.

I stared at the half-eaten breakfast, suddenly repulsed by the food. I found myself snapping at Robert when he asked a simple question. The words felt raw as they left my mouth. My vision blurred.

I excused myself and went to the back yard, where I began to weed, something I normally found therapeutic. Today, the weeds seemed to mock me. Each tug, each pull, felt like a battle I was doomed to lose.

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