The coffee tasted like ash in Clara's mouth. She set the mug down, the ceramic clinking against the cheap, plastic coaster. Her heart was galloping. She kept fiddling with the stapler, clicking it repeatedly, a rhythmic, meaningless action.

"Did you hear?" Brenda, from accounting, asked with a conspiratorial air. Clara just nodded, afraid to speak. The rumors had been circulating for weeks, but the official announcement had sent a wave of icy dread through her.

She excused herself from the conversation, heading to the restroom. The reflection in the mirror showed a stranger – pale, with dark circles under her eyes. She splashed cold water on her face, but it did little to refresh her. The meeting was in an hour, and she felt completely and utterly unprepared.

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