The email arrived at precisely 9:03 AM. A coldness washed over Amelia as she read the subject line: “Important Company Update.” Her fingers trembled slightly as she clicked the link. The words swam before her eyes: "acquisition," "synergies," "transition."

She pushed away from her desk, the sudden movement causing her chair to scrape harshly against the floor. She needed air. Her mouth felt dry, her throat tight.

She looked around the familiar office, the cubicles, the posters, and a deep sense of unease settled in her chest. Everything felt suddenly precarious, fragile. A wave of nausea began to build, and she closed her eyes, trying to breathe deeply.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228