The coffee tasted like ash in Amelia's mouth. She’d made it an hour ago and had barely touched it. Her jaw was clenched, a dull ache radiating to her temples. The promotion was on everyone's mind, a coveted position in the marketing department. She and David, the other contender, were both known for their diligence.

She flipped through the budget report for the tenth time, the numbers blurring. Each line, each percentage point, seemed to mock her. David had a way of charming the higher-ups, a quality she lacked.

“Amelia, you alright?” Mark, her team lead, had a concerned expression. She forced a smile. “Just… buried in paperwork.” The lie hung heavy in the air.

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