The aroma of freshly brewed coffee, usually a source of comfort, now did little to ease her mounting unease. The sound of the nail gun pierced the quiet of the morning, each shot a reminder of the upcoming changes. Olivia found herself clutching her coffee cup, her knuckles white.

She had spent hours redecorating her living room. The thought of dust and disruption made her shudder. The prospect of losing the privacy she so treasured filled her with a strange, unpleasant feeling.

She walked from window to window, her steps quick and restless. A sense of vulnerability had taken root, threatening to overwhelm her. She wondered how long this would go on.

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