The constant clicking of keyboards and the muted conversations in the office felt like an orchestrated symphony of chaos. Emily felt a wave of nausea. She leaned back in her chair, trying to find a comfortable position, but found none. She couldn't focus on her work.

She took a walk to the kitchen. The coffee pot was empty, and the air was thick with tension. She poured herself a cup of water, her hand shaking slightly. The water barely touched the knot in her throat.

She knew she should head back to her desk and try to finish the report, but her legs felt heavy. The meeting was almost there, and the thought of it made her head spin. She wanted to disappear, vanish into thin air. She just wanted this day to be over.

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