Her stomach was in knots. The medical bills kept piling up, and she didn't know how to cope. The doctor’s appointments, the medications, they were making her feel more and more hopeless. She watched her neighbor, a pleasant woman named Emily, getting into a brand new car, a model she'd always dreamed of owning.

The contrast was too much. Emily, who had always seemed to be struggling, now seemed to have everything. She started to sweat. Her legs were shaky. She had to sit down. This was too much, it was always too much.

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