The air grew heavy and stagnant. Sarah found herself pulling at the collar of her blouse, as if trying to free herself from a constricting invisible force. She hadn't been this agitated in years. Her deadline was fast approaching, and every second was precious.

Her thoughts raced, chasing each other in a frantic circle. The presentation, the budget, the meeting with the executives—all of it piled on top of her, crushing her. She wanted to scream. She wanted to break something.

"Try to breathe," her coworker, David, said gently. Easier said than done. The elevator seemed to amplify every feeling, every fear.

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