The metallic tang of fear coated Emily's tongue. She squeezed her eyes shut, trying to control the erratic hammering in her chest. Each breath felt shallow, as if the air was somehow already used up. Three hours. She was late for her anniversary dinner. Her husband, Mark, hated being kept waiting.

"Are you okay?" Mark, her coworker, asked, concern etched on his face. She forced a weak smile. "Fine." It was a lie. The feeling of confinement amplified the turmoil.

She imagined Mark's disappointment, the simmering resentment that would eventually build. The anniversary dinner, the culmination of a year of hard work to fix the relationship, was falling apart. The elevator felt like a tomb.

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