The constant tapping of Sarah's foot on the floor echoed in the empty room. She hadn't left her workspace in hours. The air was thick with the scent of stale coffee and desperation. A colleague had forwarded an article that cited research shockingly similar to her own.

She swallowed hard, the muscles in her neck aching. She scrolled through the article, her breath catching in her throat. The conclusions were the same, the data sources nearly identical. It was a meticulously crafted replica of her work.

She felt a wave of dizziness. Her vision swam. She grabbed her head, struggling to comprehend what was happening, this theft of her ideas. The floor felt suddenly unstable beneath her feet.

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