The letter arrived in the mail, crisp and official, detailing the tragic events that had taken place. Maria felt her face flush, heat spreading from her chest to her cheeks. She was going to be sick. The letter described the house, her house, as the site of a gruesome crime.

She became hyper-vigilant, scanning every room, checking every corner. The sunlight, once cheerful, now seemed to highlight the shadows. She felt compelled to know every detail, but at the same time, was afraid to face the truth of what had happened in her house.

She began to spend her time outside, sitting in her car, the comfort of the locked doors and the familiar engine the only thing that gave her peace.

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