The sound of the falling tree, a deafening crack and rumble, sent a shock of cold through Emily's body. She froze, her hands flying up to her mouth. She felt a wave of dizziness wash over her. It had taken down the phone lines, and some branches had landed on her car.

She closed her eyes, trying to block out the image of the damage. Her thoughts raced, a jumbled mess of worries and anxieties. How would she get to work? What about her insurance? How much was this going to cost?

Her chest felt constricted, her breath shallow. She ran her hands across her face, needing to wipe away the sweat that had suddenly appeared. She could feel her heart racing.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256