The office air conditioning hummed, a monotonous drone that did little to cool the sweat prickling at Clara's hairline. She couldn't focus on the spreadsheet in front of her. Her partner, David, had been extra attentive lately, almost cloyingly so. The way he kept his phone glued to his side, darting off to take calls in the hallway, made her feel queasy. When he thought she couldn’t hear, she had overheard him speaking in a voice she barely recognized. A knot tightened in her stomach, and she felt suffocated.

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